
<span id="id1"></span><h1><span class="yiyi-st" id="yiyi-47">Style</span></h1>
        <blockquote>
        <p>原文：<a href="http://pandas.pydata.org/pandas-docs/stable/style.html">http://pandas.pydata.org/pandas-docs/stable/style.html</a></p>
        <p>译者：<a href="https://github.com/wizardforcel">飞龙</a> <a href="http://usyiyi.cn/">UsyiyiCN</a></p>
        <p>校对：（虚位以待）</p>
        </blockquote>
    
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<p><span class="yiyi-st" id="yiyi-48"><em>版本0.17.1中的新功能</em></span></p>
<p></p><p style="color: red"><span class="yiyi-st" id="yiyi-49"><em>临时：这是一个新功能，仍在开发中。我们将添加功能，并可能在未来的版本中进行突破性更改。我们很乐意听取您的<a href="https://github.com/pydata/pandas/issues">反馈</a>。 t&gt;</em></span></p><p style="color: red"></p>
<p><span class="yiyi-st" id="yiyi-50">本文档是作为Jupyter Notebook编写的，可以在<a href="http://nbviewer.ipython.org/github/pydata/pandas/blob/master/doc/source/html-styling.ipynb">此处查看或下载</a>。</span></p>
<p><span class="yiyi-st" id="yiyi-51">您可以使用<code>DataFrame.style</code>属性，应用<strong>条件格式</strong>（根据数据内部的数据确定DataFrame的视觉样式）。</span><span class="yiyi-st" id="yiyi-52">这是一个返回<code>pandas.Styler</code>对象的属性，它具有用于格式化和显示DataFrames的有用方法。</span></p>
<p><span class="yiyi-st" id="yiyi-53">样式是使用CSS完成的。</span><span class="yiyi-st" id="yiyi-54">您可以编写取得标量<code>DataFrame</code>或<code>系列</code>的“样式函数”，并返回<em>like-indexed</em> DataFrames或Series with CSS <code>属性：值“</code>对。</span><span class="yiyi-st" id="yiyi-55">这些函数可以递增地传递到<code>样式器</code>，样式器在渲染之前收集样式。</span></p>
<h3 id="Contents"><span class="yiyi-st" id="yiyi-56">Contents<a class="anchor-link" href="#Contents">&#xB6;</a></span></h3><ul>
<li><span class="yiyi-st" id="yiyi-57"><a href="#Building-Styles">建立样式</a></span></li>
<li><span class="yiyi-st" id="yiyi-58"><a href="#Finer-Control:-Slicing">精细控制：切片</a></span></li>
<li><span class="yiyi-st" id="yiyi-59"><a href="#Builtin-Styles">内置样式</a></span></li>
<li><span class="yiyi-st" id="yiyi-60"><a href="#Other-options">其他选项</a></span></li>
<li><span class="yiyi-st" id="yiyi-61"><a href="#Sharing-Styles">共享样式</a></span></li>
<li><span class="yiyi-st" id="yiyi-62"><a href="#Limitations">限制</a></span></li>
<li><span class="yiyi-st" id="yiyi-63"><a href="#Terms">条款</a></span></li>
<li><span class="yiyi-st" id="yiyi-64"><a href="#Extensibility">可扩展性</a></span></li>
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<h1 id="Building-Styles"><span class="yiyi-st" id="yiyi-65">Building Styles<a class="anchor-link" href="#Building-Styles">&#xB6;</a></span></h1><p><span class="yiyi-st" id="yiyi-66">将您的样式函数传递到以下方法之一：</span></p>
<ul>
<li><span class="yiyi-st" id="yiyi-67"><code>Styler.applymap</code>：elementwise</span></li>
<li><span class="yiyi-st" id="yiyi-68"><code>Styler.apply</code>：column- / row- / table-wise</span></li>
</ul>
<p><span class="yiyi-st" id="yiyi-69">这两个方法都有一个函数（和一些其他关键字参数），并以某种方式将你的函数应用到DataFrame。</span><span class="yiyi-st" id="yiyi-70"><code>Styler.applymap</code>按元素方式处理DataFrame。</span><span class="yiyi-st" id="yiyi-71"><code>Styler.apply</code>根据<code>axis</code>关键字参数，将每个列或行一次性传递到您的DataFrame或整个表格。</span><span class="yiyi-st" id="yiyi-72">对于逐列使用<code>axis = 0</code>，按行使用<code>axis = 1</code>，并且对于整个表立即使用<code>axis = None</code>。</span></p>
<p><span class="yiyi-st" id="yiyi-73">对于<code>Styler.applymap</code>，您的函数应采用标量，并返回一个具有CSS属性值对的字符串。</span></p>
<p><span class="yiyi-st" id="yiyi-74">对于<code>Styler.apply</code>，您的函数应采用Series或DataFrame（取决于轴参数），并返回具有相同形状的Series或DataFrame，其中每个值都是具有CSS属性值对的字符串。</span></p>
<p><span class="yiyi-st" id="yiyi-75">让我们看一些例子。</span></p>
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<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-76">在[1]：</span></div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>

<span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">seed</span><span class="p">(</span><span class="mi">24</span><span class="p">)</span>
<span class="n">df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">({</span><span class="s1">&apos;A&apos;</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">10</span><span class="p">,</span> <span class="mi">10</span><span class="p">)})</span>
<span class="n">df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">concat</span><span class="p">([</span><span class="n">df</span><span class="p">,</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">randn</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span> <span class="mi">4</span><span class="p">),</span> <span class="n">columns</span><span class="o">=</span><span class="nb">list</span><span class="p">(</span><span class="s1">&apos;BCDE&apos;</span><span class="p">))],</span>
               <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
<span class="n">df</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">2</span><span class="p">]</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">nan</span>
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<p><span class="yiyi-st" id="yiyi-77">这里是一个无聊的例子，渲染一个DataFrame，没有任何（可见）样式：</span></p>
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<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-78">在[2]：</span></div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">style</span>
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</th><th class="col_heading level0 col0" colspan="1"><span class="yiyi-st" id="yiyi-80">一个</span></th><th class="col_heading level0 col1" colspan="1"><span class="yiyi-st" id="yiyi-81">B</span></th><th class="col_heading level0 col2" colspan="1"><span class="yiyi-st" id="yiyi-82">C</span></th><th class="col_heading level0 col3" colspan="1"><span class="yiyi-st" id="yiyi-83">D</span></th><th class="col_heading level0 col4" colspan="1"><span class="yiyi-st" id="yiyi-84">E</span></th></tr>
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<th class="row_heading level0 row0" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-85"> 0 </span></th><td class="data row0 col0" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow0_col0"><span class="yiyi-st" id="yiyi-86"> 1 </span></td><td class="data row0 col1" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow0_col1"><span class="yiyi-st" id="yiyi-87"> 1.32921 </span></td><td class="data row0 col2" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow0_col2"><span class="yiyi-st" id="yiyi-88">南</span></td><td class="data row0 col3" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow0_col3"><span class="yiyi-st" id="yiyi-89">-0.31628</span></td><td class="data row0 col4" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow0_col4"><span class="yiyi-st" id="yiyi-90">-0.99081</span></td></tr>
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<th class="row_heading level0 row1" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-91"> 1 </span></th><td class="data row1 col0" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow1_col0"><span class="yiyi-st" id="yiyi-92"> 2 </span></td><td class="data row1 col1" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow1_col1"><span class="yiyi-st" id="yiyi-93">-1.07082</span></td><td class="data row1 col2" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow1_col2"><span class="yiyi-st" id="yiyi-94">-1.43871</span></td><td class="data row1 col3" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow1_col3"><span class="yiyi-st" id="yiyi-95"> 0.564417 </span></td><td class="data row1 col4" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow1_col4"><span class="yiyi-st" id="yiyi-96"> 0.295722 </span></td></tr>
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<th class="row_heading level0 row2" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-97"> 2 </span></th><td class="data row2 col0" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow2_col0"><span class="yiyi-st" id="yiyi-98"> 3 </span></td><td class="data row2 col1" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow2_col1"><span class="yiyi-st" id="yiyi-99">-1.6264</span></td><td class="data row2 col2" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow2_col2"><span class="yiyi-st" id="yiyi-100"> 0.219565 </span></td><td class="data row2 col3" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow2_col3"><span class="yiyi-st" id="yiyi-101"> 0.678805 </span></td><td class="data row2 col4" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow2_col4"><span class="yiyi-st" id="yiyi-102"> 1.88927 </span></td></tr>
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<th class="row_heading level0 row3" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-103"> 3 </span></th><td class="data row3 col0" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow3_col0"><span class="yiyi-st" id="yiyi-104"> 4 </span></td><td class="data row3 col1" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow3_col1"><span class="yiyi-st" id="yiyi-105"> 0.961538 </span></td><td class="data row3 col2" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow3_col2"><span class="yiyi-st" id="yiyi-106"> 0.104011 </span></td><td class="data row3 col3" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow3_col3"><span class="yiyi-st" id="yiyi-107">-0.481165</span></td><td class="data row3 col4" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow3_col4"><span class="yiyi-st" id="yiyi-108"> 0.850229 </span></td></tr>
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<th class="row_heading level0 row4" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-109"> 4 </span></th><td class="data row4 col0" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow4_col0"><span class="yiyi-st" id="yiyi-110"> 5 </span></td><td class="data row4 col1" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow4_col1"><span class="yiyi-st" id="yiyi-111"> 1.45342 </span></td><td class="data row4 col2" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow4_col2"><span class="yiyi-st" id="yiyi-112"> 1.05774 </span></td><td class="data row4 col3" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow4_col3"><span class="yiyi-st" id="yiyi-113"> 0.165562 </span></td><td class="data row4 col4" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow4_col4"><span class="yiyi-st" id="yiyi-114"> 0.515018 </span></td></tr>
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<th class="row_heading level0 row5" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-115"> 5 </span></th><td class="data row5 col0" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow5_col0"><span class="yiyi-st" id="yiyi-116"> 6 </span></td><td class="data row5 col1" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow5_col1"><span class="yiyi-st" id="yiyi-117">-1.33694</span></td><td class="data row5 col2" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow5_col2"><span class="yiyi-st" id="yiyi-118"> 0.562861 </span></td><td class="data row5 col3" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow5_col3"><span class="yiyi-st" id="yiyi-119"> 1.39285 </span></td><td class="data row5 col4" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow5_col4"><span class="yiyi-st" id="yiyi-120">-0.063328</span></td></tr>
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<th class="row_heading level0 row6" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-121"> 6 </span></th><td class="data row6 col0" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow6_col0"><span class="yiyi-st" id="yiyi-122"> 7 </span></td><td class="data row6 col1" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow6_col1"><span class="yiyi-st" id="yiyi-123"> 0.121668 </span></td><td class="data row6 col2" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow6_col2"><span class="yiyi-st" id="yiyi-124"> 1.2076 </span></td><td class="data row6 col3" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow6_col3"><span class="yiyi-st" id="yiyi-125">-0.00204021</span></td><td class="data row6 col4" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow6_col4"><span class="yiyi-st" id="yiyi-126"> 1.6278 </span></td></tr>
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<th class="row_heading level0 row7" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-127"> 7 </span></th><td class="data row7 col0" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow7_col0"><span class="yiyi-st" id="yiyi-128"> 8 </span></td><td class="data row7 col1" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow7_col1"><span class="yiyi-st" id="yiyi-129"> 0.354493 </span></td><td class="data row7 col2" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow7_col2"><span class="yiyi-st" id="yiyi-130"> 1.03753 </span></td><td class="data row7 col3" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow7_col3"><span class="yiyi-st" id="yiyi-131">-0.385684</span></td><td class="data row7 col4" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow7_col4"><span class="yiyi-st" id="yiyi-132"> 0.519818 </span></td></tr>
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<th class="row_heading level0 row8" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-133"> 8 </span></th><td class="data row8 col0" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow8_col0"><span class="yiyi-st" id="yiyi-134"> 9 </span></td><td class="data row8 col1" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow8_col1"><span class="yiyi-st" id="yiyi-135"> 1.68658 </span></td><td class="data row8 col2" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow8_col2"><span class="yiyi-st" id="yiyi-136">-1.32596</span></td><td class="data row8 col3" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow8_col3"><span class="yiyi-st" id="yiyi-137"> 1.42898 </span></td><td class="data row8 col4" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow8_col4"><span class="yiyi-st" id="yiyi-138">-2.08935</span></td></tr>
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<th class="row_heading level0 row9" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-139"> 9 </span></th><td class="data row9 col0" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow9_col0"><span class="yiyi-st" id="yiyi-140"> 10 </span></td><td class="data row9 col1" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow9_col1"><span class="yiyi-st" id="yiyi-141">-0.12982</span></td><td class="data row9 col2" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow9_col2"><span class="yiyi-st" id="yiyi-142"> 0.631523 </span></td><td class="data row9 col3" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow9_col3"><span class="yiyi-st" id="yiyi-143">-0.586538</span></td><td class="data row9 col4" id="T_bc597fe6_c9fe_11e6_8f44_778134d549ffrow9_col4"><span class="yiyi-st" id="yiyi-144"> 0.29072 </span></td></tr>
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<p><span class="yiyi-st" id="yiyi-145"><em>注意</em>：<code>DataFrame.style</code>属性是返回<code>Styler</code>对象的propetry。</span><span class="yiyi-st" id="yiyi-146"><code>样式器</code>具有定义的<code>_repr_html _</code>方法，因此它们会自动呈现。</span><span class="yiyi-st" id="yiyi-147">如果你想要实际的HTML返回进一步处理或写入文件调用<code>.render()</code>方法返回一个字符串。</span></p>
<p><span class="yiyi-st" id="yiyi-148">上面的输出看起来非常类似于标准的DataFrame HTML表示。</span><span class="yiyi-st" id="yiyi-149">但是我们在幕后做了一些工作，将CSS类附加到每个单元格。</span><span class="yiyi-st" id="yiyi-150">我们可以通过调用<code>.render</code>方法查看这些。</span></p>
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<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-151">在[3]：</span></div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">style</span><span class="o">.</span><span class="n">highlight_null</span><span class="p">()</span><span class="o">.</span><span class="n">render</span><span class="p">()</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">&apos;</span><span class="se">\n</span><span class="s1">&apos;</span><span class="p">)[:</span><span class="mi">10</span><span class="p">]</span>
</pre></div>
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<div class="output_area"><div class="prompt output_prompt"><span class="yiyi-st" id="yiyi-152">出[3]：</span></div>
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<pre>[u&apos;&apos;,
 u&apos;        &lt;style  type=&quot;text/css&quot; &gt;&apos;,
 u&apos;        &apos;,
 u&apos;        &apos;,
 u&apos;            #T_bc5e3090_c9fe_11e6_8f44_778134d549ffrow0_col2 {&apos;,
 u&apos;            &apos;,
 u&apos;                background-color:  red;&apos;,
 u&apos;            &apos;,
 u&apos;            }&apos;,
 u&apos;        &apos;]</pre>
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<p><span class="yiyi-st" id="yiyi-153"><code>row0_col2</code>是特定单元格的标识符。</span><span class="yiyi-st" id="yiyi-154">我们还为每个行/列标识符添加了每个DataFrame唯一的UUID，以便一个样式不会与同一笔记本或页面中另一个样式发生冲突（您可以设置<code>uuid  t0 &gt;如果你想把两个DataFrames的样式绑在一起）。</code></span></p>
<p><span class="yiyi-st" id="yiyi-155">在编写样式函数时，您需要处理生成所需的CSS属性/值对。</span><span class="yiyi-st" id="yiyi-156">Pandas匹配那些标识每个单元格的CSS类。</span></p>
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<p><span class="yiyi-st" id="yiyi-157">让我们写一个简单的样式函数，将负数红色和正数黑色。</span></p>
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<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-158">在[4]：</span></div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">color_negative_red</span><span class="p">(</span><span class="n">val</span><span class="p">):</span>
    <span class="sd">&quot;&quot;&quot;</span>
<span class="sd">    Takes a scalar and returns a string with</span>
<span class="sd">    the css property `&apos;color: red&apos;` for negative</span>
<span class="sd">    strings, black otherwise.</span>
<span class="sd">    &quot;&quot;&quot;</span>
    <span class="n">color</span> <span class="o">=</span> <span class="s1">&apos;red&apos;</span> <span class="k">if</span> <span class="n">val</span> <span class="o">&lt;</span> <span class="mi">0</span> <span class="k">else</span> <span class="s1">&apos;black&apos;</span>
    <span class="k">return</span> <span class="s1">&apos;color: </span><span class="si">%s</span><span class="s1">&apos;</span> <span class="o">%</span> <span class="n">color</span>
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<p><span class="yiyi-st" id="yiyi-159">在这种情况下，单元格的样式仅取决于它自己的值。</span><span class="yiyi-st" id="yiyi-160">这意味着我们应该使用元素方式工作的<code>Styler.applymap</code>方法。</span></p>
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<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-161">在[5]：</span></div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">s</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">style</span><span class="o">.</span><span class="n">applymap</span><span class="p">(</span><span class="n">color_negative_red</span><span class="p">)</span>
<span class="n">s</span>
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<div class="output_area"><div class="prompt output_prompt"><span class="yiyi-st" id="yiyi-162">出[5]：</span></div>
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<style type="text/css">
        
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow0_col0 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow0_col1 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow0_col2 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow0_col3 {
            
                color:  red;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow0_col4 {
            
                color:  red;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow1_col0 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow1_col1 {
            
                color:  red;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow1_col2 {
            
                color:  red;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow1_col3 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow1_col4 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow2_col0 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow2_col1 {
            
                color:  red;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow2_col2 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow2_col3 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow2_col4 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow3_col0 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow3_col1 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow3_col2 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow3_col3 {
            
                color:  red;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow3_col4 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow4_col0 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow4_col1 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow4_col2 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow4_col3 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow4_col4 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow5_col0 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow5_col1 {
            
                color:  red;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow5_col2 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow5_col3 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow5_col4 {
            
                color:  red;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow6_col0 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow6_col1 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow6_col2 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow6_col3 {
            
                color:  red;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow6_col4 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow7_col0 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow7_col1 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow7_col2 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow7_col3 {
            
                color:  red;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow7_col4 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow8_col0 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow8_col1 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow8_col2 {
            
                color:  red;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow8_col3 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow8_col4 {
            
                color:  red;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow9_col0 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow9_col1 {
            
                color:  red;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow9_col2 {
            
                color:  black;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow9_col3 {
            
                color:  red;
            
            }
        
            #T_bc64d422_c9fe_11e6_8f44_778134d549ffrow9_col4 {
            
                color:  black;
            
            }
        
        </style>
<table id="T_bc64d422_c9fe_11e6_8f44_778134d549ff" none="">
<thead>
<tr>
<th class="blank level0">
</th><th class="col_heading level0 col0" colspan="1"><span class="yiyi-st" id="yiyi-163">一个</span></th><th class="col_heading level0 col1" colspan="1"><span class="yiyi-st" id="yiyi-164">B</span></th><th class="col_heading level0 col2" colspan="1"><span class="yiyi-st" id="yiyi-165">C</span></th><th class="col_heading level0 col3" colspan="1"><span class="yiyi-st" id="yiyi-166">D</span></th><th class="col_heading level0 col4" colspan="1"><span class="yiyi-st" id="yiyi-167">E</span></th></tr>
</thead>
<tbody>
<tr>
<th class="row_heading level0 row0" id="T_bc64d422_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-168"> 0 </span></th><td class="data row0 col0" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow0_col0"><span class="yiyi-st" id="yiyi-169"> 1 </span></td><td class="data row0 col1" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow0_col1"><span class="yiyi-st" id="yiyi-170"> 1.32921 </span></td><td class="data row0 col2" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow0_col2"><span class="yiyi-st" id="yiyi-171">南</span></td><td class="data row0 col3" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow0_col3"><span class="yiyi-st" id="yiyi-172">-0.31628</span></td><td class="data row0 col4" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow0_col4"><span class="yiyi-st" id="yiyi-173">-0.99081</span></td></tr>
<tr>
<th class="row_heading level0 row1" id="T_bc64d422_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-174"> 1 </span></th><td class="data row1 col0" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow1_col0"><span class="yiyi-st" id="yiyi-175"> 2 </span></td><td class="data row1 col1" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow1_col1"><span class="yiyi-st" id="yiyi-176">-1.07082</span></td><td class="data row1 col2" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow1_col2"><span class="yiyi-st" id="yiyi-177">-1.43871</span></td><td class="data row1 col3" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow1_col3"><span class="yiyi-st" id="yiyi-178"> 0.564417 </span></td><td class="data row1 col4" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow1_col4"><span class="yiyi-st" id="yiyi-179"> 0.295722 </span></td></tr>
<tr>
<th class="row_heading level0 row2" id="T_bc64d422_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-180"> 2 </span></th><td class="data row2 col0" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow2_col0"><span class="yiyi-st" id="yiyi-181"> 3 </span></td><td class="data row2 col1" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow2_col1"><span class="yiyi-st" id="yiyi-182">-1.6264</span></td><td class="data row2 col2" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow2_col2"><span class="yiyi-st" id="yiyi-183"> 0.219565 </span></td><td class="data row2 col3" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow2_col3"><span class="yiyi-st" id="yiyi-184"> 0.678805 </span></td><td class="data row2 col4" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow2_col4"><span class="yiyi-st" id="yiyi-185"> 1.88927 </span></td></tr>
<tr>
<th class="row_heading level0 row3" id="T_bc64d422_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-186"> 3 </span></th><td class="data row3 col0" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow3_col0"><span class="yiyi-st" id="yiyi-187"> 4 </span></td><td class="data row3 col1" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow3_col1"><span class="yiyi-st" id="yiyi-188"> 0.961538 </span></td><td class="data row3 col2" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow3_col2"><span class="yiyi-st" id="yiyi-189"> 0.104011 </span></td><td class="data row3 col3" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow3_col3"><span class="yiyi-st" id="yiyi-190">-0.481165</span></td><td class="data row3 col4" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow3_col4"><span class="yiyi-st" id="yiyi-191"> 0.850229 </span></td></tr>
<tr>
<th class="row_heading level0 row4" id="T_bc64d422_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-192"> 4 </span></th><td class="data row4 col0" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow4_col0"><span class="yiyi-st" id="yiyi-193"> 5 </span></td><td class="data row4 col1" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow4_col1"><span class="yiyi-st" id="yiyi-194"> 1.45342 </span></td><td class="data row4 col2" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow4_col2"><span class="yiyi-st" id="yiyi-195"> 1.05774 </span></td><td class="data row4 col3" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow4_col3"><span class="yiyi-st" id="yiyi-196"> 0.165562 </span></td><td class="data row4 col4" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow4_col4"><span class="yiyi-st" id="yiyi-197"> 0.515018 </span></td></tr>
<tr>
<th class="row_heading level0 row5" id="T_bc64d422_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-198"> 5 </span></th><td class="data row5 col0" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow5_col0"><span class="yiyi-st" id="yiyi-199"> 6 </span></td><td class="data row5 col1" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow5_col1"><span class="yiyi-st" id="yiyi-200">-1.33694</span></td><td class="data row5 col2" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow5_col2"><span class="yiyi-st" id="yiyi-201"> 0.562861 </span></td><td class="data row5 col3" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow5_col3"><span class="yiyi-st" id="yiyi-202"> 1.39285 </span></td><td class="data row5 col4" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow5_col4"><span class="yiyi-st" id="yiyi-203">-0.063328</span></td></tr>
<tr>
<th class="row_heading level0 row6" id="T_bc64d422_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-204"> 6 </span></th><td class="data row6 col0" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow6_col0"><span class="yiyi-st" id="yiyi-205"> 7 </span></td><td class="data row6 col1" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow6_col1"><span class="yiyi-st" id="yiyi-206"> 0.121668 </span></td><td class="data row6 col2" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow6_col2"><span class="yiyi-st" id="yiyi-207"> 1.2076 </span></td><td class="data row6 col3" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow6_col3"><span class="yiyi-st" id="yiyi-208">-0.00204021</span></td><td class="data row6 col4" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow6_col4"><span class="yiyi-st" id="yiyi-209"> 1.6278 </span></td></tr>
<tr>
<th class="row_heading level0 row7" id="T_bc64d422_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-210"> 7 </span></th><td class="data row7 col0" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow7_col0"><span class="yiyi-st" id="yiyi-211"> 8 </span></td><td class="data row7 col1" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow7_col1"><span class="yiyi-st" id="yiyi-212"> 0.354493 </span></td><td class="data row7 col2" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow7_col2"><span class="yiyi-st" id="yiyi-213"> 1.03753 </span></td><td class="data row7 col3" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow7_col3"><span class="yiyi-st" id="yiyi-214">-0.385684</span></td><td class="data row7 col4" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow7_col4"><span class="yiyi-st" id="yiyi-215"> 0.519818 </span></td></tr>
<tr>
<th class="row_heading level0 row8" id="T_bc64d422_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-216"> 8 </span></th><td class="data row8 col0" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow8_col0"><span class="yiyi-st" id="yiyi-217"> 9 </span></td><td class="data row8 col1" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow8_col1"><span class="yiyi-st" id="yiyi-218"> 1.68658 </span></td><td class="data row8 col2" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow8_col2"><span class="yiyi-st" id="yiyi-219">-1.32596</span></td><td class="data row8 col3" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow8_col3"><span class="yiyi-st" id="yiyi-220"> 1.42898 </span></td><td class="data row8 col4" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow8_col4"><span class="yiyi-st" id="yiyi-221">-2.08935</span></td></tr>
<tr>
<th class="row_heading level0 row9" id="T_bc64d422_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-222"> 9 </span></th><td class="data row9 col0" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow9_col0"><span class="yiyi-st" id="yiyi-223"> 10 </span></td><td class="data row9 col1" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow9_col1"><span class="yiyi-st" id="yiyi-224">-0.12982</span></td><td class="data row9 col2" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow9_col2"><span class="yiyi-st" id="yiyi-225"> 0.631523 </span></td><td class="data row9 col3" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow9_col3"><span class="yiyi-st" id="yiyi-226">-0.586538</span></td><td class="data row9 col4" id="T_bc64d422_c9fe_11e6_8f44_778134d549ffrow9_col4"><span class="yiyi-st" id="yiyi-227"> 0.29072 </span></td></tr>
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<p><span class="yiyi-st" id="yiyi-228">注意与标准<code>df.applymap</code>的相似性，它在元素方面对DataFrames进行操作。</span><span class="yiyi-st" id="yiyi-229">我们希望您能够重新使用您现有的如何与DataFrames交互的知识。</span></p>
<p><span class="yiyi-st" id="yiyi-230">还要注意，我们的函数返回一个包含CSS属性和值的字符串，用冒号分隔，就像在<code>＆lt； style＆gt；</code>标签中。</span><span class="yiyi-st" id="yiyi-231">这将是一个共同的主题。</span></p>
<p><span class="yiyi-st" id="yiyi-232">最后，输入形状匹配。</span><span class="yiyi-st" id="yiyi-233"><code>Styler.applymap</code>在每个标量输入上调用函数，函数返回标量输出。</span></p>
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<p><span class="yiyi-st" id="yiyi-234">现在假设您想突出显示每列中的最大值。</span><span class="yiyi-st" id="yiyi-235">我们不能使用<code>.applymap</code>，因为它是按元素操作的。</span><span class="yiyi-st" id="yiyi-236">相反，我们将转到<code>.apply</code>，它按列方式操作（或使用<code>轴</code>关键字按行操作）。</span><span class="yiyi-st" id="yiyi-237">稍后我们会看到<code>highlight_max</code>已在<code>Styler</code>上定义，因此您不需要自己编写。</span></p>
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<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-238">在[6]：</span></div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">highlight_max</span><span class="p">(</span><span class="n">s</span><span class="p">):</span>
    <span class="sd">&apos;&apos;&apos;</span>
<span class="sd">    highlight the maximum in a Series yellow.</span>
<span class="sd">    &apos;&apos;&apos;</span>
    <span class="n">is_max</span> <span class="o">=</span> <span class="n">s</span> <span class="o">==</span> <span class="n">s</span><span class="o">.</span><span class="n">max</span><span class="p">()</span>
    <span class="k">return</span> <span class="p">[</span><span class="s1">&apos;background-color: yellow&apos;</span> <span class="k">if</span> <span class="n">v</span> <span class="k">else</span> <span class="s1">&apos;&apos;</span> <span class="k">for</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">is_max</span><span class="p">]</span>
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<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-239">在[7]：</span></div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">style</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="n">highlight_max</span><span class="p">)</span>
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<div class="output_area"><div class="prompt output_prompt"><span class="yiyi-st" id="yiyi-240">出[7]：</span></div>
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<style type="text/css">
        
        
            #T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow2_col4 {
            
                background-color:  yellow;
            
            }
        
            #T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow6_col2 {
            
                background-color:  yellow;
            
            }
        
            #T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow8_col1 {
            
                background-color:  yellow;
            
            }
        
            #T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow8_col3 {
            
                background-color:  yellow;
            
            }
        
            #T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow9_col0 {
            
                background-color:  yellow;
            
            }
        
        </style>
<table id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ff" none="">
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<th class="blank level0">
</th><th class="col_heading level0 col0" colspan="1"><span class="yiyi-st" id="yiyi-241">一个</span></th><th class="col_heading level0 col1" colspan="1"><span class="yiyi-st" id="yiyi-242">B</span></th><th class="col_heading level0 col2" colspan="1"><span class="yiyi-st" id="yiyi-243">C</span></th><th class="col_heading level0 col3" colspan="1"><span class="yiyi-st" id="yiyi-244">D</span></th><th class="col_heading level0 col4" colspan="1"><span class="yiyi-st" id="yiyi-245">E</span></th></tr>
</thead>
<tbody>
<tr>
<th class="row_heading level0 row0" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-246"> 0 </span></th><td class="data row0 col0" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow0_col0"><span class="yiyi-st" id="yiyi-247"> 1 </span></td><td class="data row0 col1" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow0_col1"><span class="yiyi-st" id="yiyi-248"> 1.32921 </span></td><td class="data row0 col2" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow0_col2"><span class="yiyi-st" id="yiyi-249">南</span></td><td class="data row0 col3" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow0_col3"><span class="yiyi-st" id="yiyi-250">-0.31628</span></td><td class="data row0 col4" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow0_col4"><span class="yiyi-st" id="yiyi-251">-0.99081</span></td></tr>
<tr>
<th class="row_heading level0 row1" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-252"> 1 </span></th><td class="data row1 col0" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow1_col0"><span class="yiyi-st" id="yiyi-253"> 2 </span></td><td class="data row1 col1" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow1_col1"><span class="yiyi-st" id="yiyi-254">-1.07082</span></td><td class="data row1 col2" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow1_col2"><span class="yiyi-st" id="yiyi-255">-1.43871</span></td><td class="data row1 col3" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow1_col3"><span class="yiyi-st" id="yiyi-256"> 0.564417 </span></td><td class="data row1 col4" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow1_col4"><span class="yiyi-st" id="yiyi-257"> 0.295722 </span></td></tr>
<tr>
<th class="row_heading level0 row2" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-258"> 2 </span></th><td class="data row2 col0" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow2_col0"><span class="yiyi-st" id="yiyi-259"> 3 </span></td><td class="data row2 col1" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow2_col1"><span class="yiyi-st" id="yiyi-260">-1.6264</span></td><td class="data row2 col2" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow2_col2"><span class="yiyi-st" id="yiyi-261"> 0.219565 </span></td><td class="data row2 col3" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow2_col3"><span class="yiyi-st" id="yiyi-262"> 0.678805 </span></td><td class="data row2 col4" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow2_col4"><span class="yiyi-st" id="yiyi-263"> 1.88927 </span></td></tr>
<tr>
<th class="row_heading level0 row3" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-264"> 3 </span></th><td class="data row3 col0" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow3_col0"><span class="yiyi-st" id="yiyi-265"> 4 </span></td><td class="data row3 col1" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow3_col1"><span class="yiyi-st" id="yiyi-266"> 0.961538 </span></td><td class="data row3 col2" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow3_col2"><span class="yiyi-st" id="yiyi-267"> 0.104011 </span></td><td class="data row3 col3" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow3_col3"><span class="yiyi-st" id="yiyi-268">-0.481165</span></td><td class="data row3 col4" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow3_col4"><span class="yiyi-st" id="yiyi-269"> 0.850229 </span></td></tr>
<tr>
<th class="row_heading level0 row4" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-270"> 4 </span></th><td class="data row4 col0" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow4_col0"><span class="yiyi-st" id="yiyi-271"> 5 </span></td><td class="data row4 col1" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow4_col1"><span class="yiyi-st" id="yiyi-272"> 1.45342 </span></td><td class="data row4 col2" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow4_col2"><span class="yiyi-st" id="yiyi-273"> 1.05774 </span></td><td class="data row4 col3" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow4_col3"><span class="yiyi-st" id="yiyi-274"> 0.165562 </span></td><td class="data row4 col4" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow4_col4"><span class="yiyi-st" id="yiyi-275"> 0.515018 </span></td></tr>
<tr>
<th class="row_heading level0 row5" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-276"> 5 </span></th><td class="data row5 col0" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow5_col0"><span class="yiyi-st" id="yiyi-277"> 6 </span></td><td class="data row5 col1" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow5_col1"><span class="yiyi-st" id="yiyi-278">-1.33694</span></td><td class="data row5 col2" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow5_col2"><span class="yiyi-st" id="yiyi-279"> 0.562861 </span></td><td class="data row5 col3" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow5_col3"><span class="yiyi-st" id="yiyi-280"> 1.39285 </span></td><td class="data row5 col4" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow5_col4"><span class="yiyi-st" id="yiyi-281">-0.063328</span></td></tr>
<tr>
<th class="row_heading level0 row6" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-282"> 6 </span></th><td class="data row6 col0" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow6_col0"><span class="yiyi-st" id="yiyi-283"> 7 </span></td><td class="data row6 col1" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow6_col1"><span class="yiyi-st" id="yiyi-284"> 0.121668 </span></td><td class="data row6 col2" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow6_col2"><span class="yiyi-st" id="yiyi-285"> 1.2076 </span></td><td class="data row6 col3" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow6_col3"><span class="yiyi-st" id="yiyi-286">-0.00204021</span></td><td class="data row6 col4" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow6_col4"><span class="yiyi-st" id="yiyi-287"> 1.6278 </span></td></tr>
<tr>
<th class="row_heading level0 row7" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-288"> 7 </span></th><td class="data row7 col0" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow7_col0"><span class="yiyi-st" id="yiyi-289"> 8 </span></td><td class="data row7 col1" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow7_col1"><span class="yiyi-st" id="yiyi-290"> 0.354493 </span></td><td class="data row7 col2" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow7_col2"><span class="yiyi-st" id="yiyi-291"> 1.03753 </span></td><td class="data row7 col3" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow7_col3"><span class="yiyi-st" id="yiyi-292">-0.385684</span></td><td class="data row7 col4" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow7_col4"><span class="yiyi-st" id="yiyi-293"> 0.519818 </span></td></tr>
<tr>
<th class="row_heading level0 row8" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-294"> 8 </span></th><td class="data row8 col0" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow8_col0"><span class="yiyi-st" id="yiyi-295"> 9 </span></td><td class="data row8 col1" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow8_col1"><span class="yiyi-st" id="yiyi-296"> 1.68658 </span></td><td class="data row8 col2" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow8_col2"><span class="yiyi-st" id="yiyi-297">-1.32596</span></td><td class="data row8 col3" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow8_col3"><span class="yiyi-st" id="yiyi-298"> 1.42898 </span></td><td class="data row8 col4" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow8_col4"><span class="yiyi-st" id="yiyi-299">-2.08935</span></td></tr>
<tr>
<th class="row_heading level0 row9" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-300"> 9 </span></th><td class="data row9 col0" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow9_col0"><span class="yiyi-st" id="yiyi-301"> 10 </span></td><td class="data row9 col1" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow9_col1"><span class="yiyi-st" id="yiyi-302">-0.12982</span></td><td class="data row9 col2" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow9_col2"><span class="yiyi-st" id="yiyi-303"> 0.631523 </span></td><td class="data row9 col3" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow9_col3"><span class="yiyi-st" id="yiyi-304">-0.586538</span></td><td class="data row9 col4" id="T_bc6c08dc_c9fe_11e6_8f44_778134d549ffrow9_col4"><span class="yiyi-st" id="yiyi-305"> 0.29072 </span></td></tr>
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<p><span class="yiyi-st" id="yiyi-306">在这种情况下，输入为<code>Series</code>，一次一列。</span><span class="yiyi-st" id="yiyi-307">请注意，<code>highlight_max</code>的输出形状与输入形状匹配，即具有<code>len（s）</code>项的数组。</span></p>
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<p><span class="yiyi-st" id="yiyi-308">我们鼓励您使用方法链在分段式构建样式，最后在链的末尾呈现。</span></p>
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<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-309">在[8]：</span></div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">style</span><span class="o">.</span>\
    <span class="n">applymap</span><span class="p">(</span><span class="n">color_negative_red</span><span class="p">)</span><span class="o">.</span>\
    <span class="n">apply</span><span class="p">(</span><span class="n">highlight_max</span><span class="p">)</span>
</pre></div>
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<div class="output_area"><div class="prompt output_prompt"><span class="yiyi-st" id="yiyi-310">Out [8]：</span></div>
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<th class="blank level0">
</th><th class="col_heading level0 col0" colspan="1"><span class="yiyi-st" id="yiyi-311">一个</span></th><th class="col_heading level0 col1" colspan="1"><span class="yiyi-st" id="yiyi-312">B</span></th><th class="col_heading level0 col2" colspan="1"><span class="yiyi-st" id="yiyi-313">C</span></th><th class="col_heading level0 col3" colspan="1"><span class="yiyi-st" id="yiyi-314">D</span></th><th class="col_heading level0 col4" colspan="1"><span class="yiyi-st" id="yiyi-315">E</span></th></tr>
</thead>
<tbody>
<tr>
<th class="row_heading level0 row0" id="T_bc72a638_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-316"> 0 </span></th><td class="data row0 col0" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow0_col0"><span class="yiyi-st" id="yiyi-317"> 1 </span></td><td class="data row0 col1" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow0_col1"><span class="yiyi-st" id="yiyi-318"> 1.32921 </span></td><td class="data row0 col2" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow0_col2"><span class="yiyi-st" id="yiyi-319">南</span></td><td class="data row0 col3" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow0_col3"><span class="yiyi-st" id="yiyi-320">-0.31628</span></td><td class="data row0 col4" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow0_col4"><span class="yiyi-st" id="yiyi-321">-0.99081</span></td></tr>
<tr>
<th class="row_heading level0 row1" id="T_bc72a638_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-322"> 1 </span></th><td class="data row1 col0" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow1_col0"><span class="yiyi-st" id="yiyi-323"> 2 </span></td><td class="data row1 col1" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow1_col1"><span class="yiyi-st" id="yiyi-324">-1.07082</span></td><td class="data row1 col2" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow1_col2"><span class="yiyi-st" id="yiyi-325">-1.43871</span></td><td class="data row1 col3" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow1_col3"><span class="yiyi-st" id="yiyi-326"> 0.564417 </span></td><td class="data row1 col4" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow1_col4"><span class="yiyi-st" id="yiyi-327"> 0.295722 </span></td></tr>
<tr>
<th class="row_heading level0 row2" id="T_bc72a638_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-328"> 2 </span></th><td class="data row2 col0" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow2_col0"><span class="yiyi-st" id="yiyi-329"> 3 </span></td><td class="data row2 col1" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow2_col1"><span class="yiyi-st" id="yiyi-330">-1.6264</span></td><td class="data row2 col2" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow2_col2"><span class="yiyi-st" id="yiyi-331"> 0.219565 </span></td><td class="data row2 col3" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow2_col3"><span class="yiyi-st" id="yiyi-332"> 0.678805 </span></td><td class="data row2 col4" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow2_col4"><span class="yiyi-st" id="yiyi-333"> 1.88927 </span></td></tr>
<tr>
<th class="row_heading level0 row3" id="T_bc72a638_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-334"> 3 </span></th><td class="data row3 col0" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow3_col0"><span class="yiyi-st" id="yiyi-335"> 4 </span></td><td class="data row3 col1" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow3_col1"><span class="yiyi-st" id="yiyi-336"> 0.961538 </span></td><td class="data row3 col2" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow3_col2"><span class="yiyi-st" id="yiyi-337"> 0.104011 </span></td><td class="data row3 col3" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow3_col3"><span class="yiyi-st" id="yiyi-338">-0.481165</span></td><td class="data row3 col4" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow3_col4"><span class="yiyi-st" id="yiyi-339"> 0.850229 </span></td></tr>
<tr>
<th class="row_heading level0 row4" id="T_bc72a638_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-340"> 4 </span></th><td class="data row4 col0" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow4_col0"><span class="yiyi-st" id="yiyi-341"> 5 </span></td><td class="data row4 col1" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow4_col1"><span class="yiyi-st" id="yiyi-342"> 1.45342 </span></td><td class="data row4 col2" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow4_col2"><span class="yiyi-st" id="yiyi-343"> 1.05774 </span></td><td class="data row4 col3" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow4_col3"><span class="yiyi-st" id="yiyi-344"> 0.165562 </span></td><td class="data row4 col4" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow4_col4"><span class="yiyi-st" id="yiyi-345"> 0.515018 </span></td></tr>
<tr>
<th class="row_heading level0 row5" id="T_bc72a638_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-346"> 5 </span></th><td class="data row5 col0" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow5_col0"><span class="yiyi-st" id="yiyi-347"> 6 </span></td><td class="data row5 col1" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow5_col1"><span class="yiyi-st" id="yiyi-348">-1.33694</span></td><td class="data row5 col2" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow5_col2"><span class="yiyi-st" id="yiyi-349"> 0.562861 </span></td><td class="data row5 col3" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow5_col3"><span class="yiyi-st" id="yiyi-350"> 1.39285 </span></td><td class="data row5 col4" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow5_col4"><span class="yiyi-st" id="yiyi-351">-0.063328</span></td></tr>
<tr>
<th class="row_heading level0 row6" id="T_bc72a638_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-352"> 6 </span></th><td class="data row6 col0" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow6_col0"><span class="yiyi-st" id="yiyi-353"> 7 </span></td><td class="data row6 col1" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow6_col1"><span class="yiyi-st" id="yiyi-354"> 0.121668 </span></td><td class="data row6 col2" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow6_col2"><span class="yiyi-st" id="yiyi-355"> 1.2076 </span></td><td class="data row6 col3" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow6_col3"><span class="yiyi-st" id="yiyi-356">-0.00204021</span></td><td class="data row6 col4" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow6_col4"><span class="yiyi-st" id="yiyi-357"> 1.6278 </span></td></tr>
<tr>
<th class="row_heading level0 row7" id="T_bc72a638_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-358"> 7 </span></th><td class="data row7 col0" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow7_col0"><span class="yiyi-st" id="yiyi-359"> 8 </span></td><td class="data row7 col1" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow7_col1"><span class="yiyi-st" id="yiyi-360"> 0.354493 </span></td><td class="data row7 col2" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow7_col2"><span class="yiyi-st" id="yiyi-361"> 1.03753 </span></td><td class="data row7 col3" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow7_col3"><span class="yiyi-st" id="yiyi-362">-0.385684</span></td><td class="data row7 col4" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow7_col4"><span class="yiyi-st" id="yiyi-363"> 0.519818 </span></td></tr>
<tr>
<th class="row_heading level0 row8" id="T_bc72a638_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-364"> 8 </span></th><td class="data row8 col0" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow8_col0"><span class="yiyi-st" id="yiyi-365"> 9 </span></td><td class="data row8 col1" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow8_col1"><span class="yiyi-st" id="yiyi-366"> 1.68658 </span></td><td class="data row8 col2" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow8_col2"><span class="yiyi-st" id="yiyi-367">-1.32596</span></td><td class="data row8 col3" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow8_col3"><span class="yiyi-st" id="yiyi-368"> 1.42898 </span></td><td class="data row8 col4" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow8_col4"><span class="yiyi-st" id="yiyi-369">-2.08935</span></td></tr>
<tr>
<th class="row_heading level0 row9" id="T_bc72a638_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-370"> 9 </span></th><td class="data row9 col0" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow9_col0"><span class="yiyi-st" id="yiyi-371"> 10 </span></td><td class="data row9 col1" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow9_col1"><span class="yiyi-st" id="yiyi-372">-0.12982</span></td><td class="data row9 col2" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow9_col2"><span class="yiyi-st" id="yiyi-373"> 0.631523 </span></td><td class="data row9 col3" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow9_col3"><span class="yiyi-st" id="yiyi-374">-0.586538</span></td><td class="data row9 col4" id="T_bc72a638_c9fe_11e6_8f44_778134d549ffrow9_col4"><span class="yiyi-st" id="yiyi-375"> 0.29072 </span></td></tr>
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</table>
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<div class="prompt input_prompt">
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<div class="inner_cell">
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<p><span class="yiyi-st" id="yiyi-376">上面我们使用<code>Styler.apply</code>每次传递一列一个。</span></p>
<p style="background-color: #DEDEBE"><span class="yiyi-st" id="yiyi-377">*Debugging Tip*: If you&apos;re having trouble writing your style function, try just passing it into <code style="background-color: #DEDEBE">DataFrame.apply</code>. </span><span class="yiyi-st" id="yiyi-378">在内部，<code style="background-color: #DEDEBE">Styler.apply</code>使用<code style="background-color: #DEDEBE">DataFrame.apply</code>，因此结果应该相同。</span></p><p><span class="yiyi-st" id="yiyi-379">如果您想突出显示整个表中的最大值，该怎么办？</span><span class="yiyi-st" id="yiyi-380">使用<code>.apply（function，axis = None）</code>来表示您的函数需要整个表，而不是一次一列或一行。</span><span class="yiyi-st" id="yiyi-381">让我们试试下。</span></p>
<p><span class="yiyi-st" id="yiyi-382">我们将改写<code>highlight-max</code>来处理Series（从<code>.apply（axis = 0或1）</code>）或DataFrames（从<code>.apply无）</code>）。</span><span class="yiyi-st" id="yiyi-383">我们还将允许颜色可调，以演示<code>.apply</code>和<code>.applymap</code>传递关键字参数。</span></p>
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<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-384">在[9]：</span></div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">highlight_max</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&apos;yellow&apos;</span><span class="p">):</span>
    <span class="sd">&apos;&apos;&apos;</span>
<span class="sd">    highlight the maximum in a Series or DataFrame</span>
<span class="sd">    &apos;&apos;&apos;</span>
    <span class="n">attr</span> <span class="o">=</span> <span class="s1">&apos;background-color: </span><span class="si">{}</span><span class="s1">&apos;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">color</span><span class="p">)</span>
    <span class="k">if</span> <span class="n">data</span><span class="o">.</span><span class="n">ndim</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>  <span class="c1"># Series from .apply(axis=0) or axis=1</span>
        <span class="n">is_max</span> <span class="o">=</span> <span class="n">data</span> <span class="o">==</span> <span class="n">data</span><span class="o">.</span><span class="n">max</span><span class="p">()</span>
        <span class="k">return</span> <span class="p">[</span><span class="n">attr</span> <span class="k">if</span> <span class="n">v</span> <span class="k">else</span> <span class="s1">&apos;&apos;</span> <span class="k">for</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">is_max</span><span class="p">]</span>
    <span class="k">else</span><span class="p">:</span>  <span class="c1"># from .apply(axis=None)</span>
        <span class="n">is_max</span> <span class="o">=</span> <span class="n">data</span> <span class="o">==</span> <span class="n">data</span><span class="o">.</span><span class="n">max</span><span class="p">()</span><span class="o">.</span><span class="n">max</span><span class="p">()</span>
        <span class="k">return</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">where</span><span class="p">(</span><span class="n">is_max</span><span class="p">,</span> <span class="n">attr</span><span class="p">,</span> <span class="s1">&apos;&apos;</span><span class="p">),</span>
                            <span class="n">index</span><span class="o">=</span><span class="n">data</span><span class="o">.</span><span class="n">index</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="n">data</span><span class="o">.</span><span class="n">columns</span><span class="p">)</span>
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<p><span class="yiyi-st" id="yiyi-385">当使用<code>Styler.apply（func，axis = None）</code>时，函数必须返回具有相同索引和列标签的DataFrame。</span></p>
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<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-386">在[10]：</span></div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">style</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="n">highlight_max</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&apos;darkorange&apos;</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span>
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<div class="output_area"><div class="prompt output_prompt"><span class="yiyi-st" id="yiyi-387">出[10]：</span></div>
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<style type="text/css">
        
        
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<th class="blank level0">
</th><th class="col_heading level0 col0" colspan="1"><span class="yiyi-st" id="yiyi-388">一个</span></th><th class="col_heading level0 col1" colspan="1"><span class="yiyi-st" id="yiyi-389">B</span></th><th class="col_heading level0 col2" colspan="1"><span class="yiyi-st" id="yiyi-390">C</span></th><th class="col_heading level0 col3" colspan="1"><span class="yiyi-st" id="yiyi-391">D</span></th><th class="col_heading level0 col4" colspan="1"><span class="yiyi-st" id="yiyi-392">E</span></th></tr>
</thead>
<tbody>
<tr>
<th class="row_heading level0 row0" id="T_bc789390_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-393"> 0 </span></th><td class="data row0 col0" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow0_col0"><span class="yiyi-st" id="yiyi-394"> 1 </span></td><td class="data row0 col1" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow0_col1"><span class="yiyi-st" id="yiyi-395"> 1.32921 </span></td><td class="data row0 col2" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow0_col2"><span class="yiyi-st" id="yiyi-396">南</span></td><td class="data row0 col3" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow0_col3"><span class="yiyi-st" id="yiyi-397">-0.31628</span></td><td class="data row0 col4" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow0_col4"><span class="yiyi-st" id="yiyi-398">-0.99081</span></td></tr>
<tr>
<th class="row_heading level0 row1" id="T_bc789390_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-399"> 1 </span></th><td class="data row1 col0" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow1_col0"><span class="yiyi-st" id="yiyi-400"> 2 </span></td><td class="data row1 col1" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow1_col1"><span class="yiyi-st" id="yiyi-401">-1.07082</span></td><td class="data row1 col2" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow1_col2"><span class="yiyi-st" id="yiyi-402">-1.43871</span></td><td class="data row1 col3" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow1_col3"><span class="yiyi-st" id="yiyi-403"> 0.564417 </span></td><td class="data row1 col4" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow1_col4"><span class="yiyi-st" id="yiyi-404"> 0.295722 </span></td></tr>
<tr>
<th class="row_heading level0 row2" id="T_bc789390_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-405"> 2 </span></th><td class="data row2 col0" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow2_col0"><span class="yiyi-st" id="yiyi-406"> 3 </span></td><td class="data row2 col1" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow2_col1"><span class="yiyi-st" id="yiyi-407">-1.6264</span></td><td class="data row2 col2" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow2_col2"><span class="yiyi-st" id="yiyi-408"> 0.219565 </span></td><td class="data row2 col3" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow2_col3"><span class="yiyi-st" id="yiyi-409"> 0.678805 </span></td><td class="data row2 col4" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow2_col4"><span class="yiyi-st" id="yiyi-410"> 1.88927 </span></td></tr>
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<th class="row_heading level0 row3" id="T_bc789390_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-411"> 3 </span></th><td class="data row3 col0" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow3_col0"><span class="yiyi-st" id="yiyi-412"> 4 </span></td><td class="data row3 col1" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow3_col1"><span class="yiyi-st" id="yiyi-413"> 0.961538 </span></td><td class="data row3 col2" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow3_col2"><span class="yiyi-st" id="yiyi-414"> 0.104011 </span></td><td class="data row3 col3" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow3_col3"><span class="yiyi-st" id="yiyi-415">-0.481165</span></td><td class="data row3 col4" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow3_col4"><span class="yiyi-st" id="yiyi-416"> 0.850229 </span></td></tr>
<tr>
<th class="row_heading level0 row4" id="T_bc789390_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-417"> 4 </span></th><td class="data row4 col0" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow4_col0"><span class="yiyi-st" id="yiyi-418"> 5 </span></td><td class="data row4 col1" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow4_col1"><span class="yiyi-st" id="yiyi-419"> 1.45342 </span></td><td class="data row4 col2" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow4_col2"><span class="yiyi-st" id="yiyi-420"> 1.05774 </span></td><td class="data row4 col3" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow4_col3"><span class="yiyi-st" id="yiyi-421"> 0.165562 </span></td><td class="data row4 col4" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow4_col4"><span class="yiyi-st" id="yiyi-422"> 0.515018 </span></td></tr>
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<th class="row_heading level0 row5" id="T_bc789390_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-423"> 5 </span></th><td class="data row5 col0" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow5_col0"><span class="yiyi-st" id="yiyi-424"> 6 </span></td><td class="data row5 col1" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow5_col1"><span class="yiyi-st" id="yiyi-425">-1.33694</span></td><td class="data row5 col2" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow5_col2"><span class="yiyi-st" id="yiyi-426"> 0.562861 </span></td><td class="data row5 col3" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow5_col3"><span class="yiyi-st" id="yiyi-427"> 1.39285 </span></td><td class="data row5 col4" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow5_col4"><span class="yiyi-st" id="yiyi-428">-0.063328</span></td></tr>
<tr>
<th class="row_heading level0 row6" id="T_bc789390_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-429"> 6 </span></th><td class="data row6 col0" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow6_col0"><span class="yiyi-st" id="yiyi-430"> 7 </span></td><td class="data row6 col1" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow6_col1"><span class="yiyi-st" id="yiyi-431"> 0.121668 </span></td><td class="data row6 col2" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow6_col2"><span class="yiyi-st" id="yiyi-432"> 1.2076 </span></td><td class="data row6 col3" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow6_col3"><span class="yiyi-st" id="yiyi-433">-0.00204021</span></td><td class="data row6 col4" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow6_col4"><span class="yiyi-st" id="yiyi-434"> 1.6278 </span></td></tr>
<tr>
<th class="row_heading level0 row7" id="T_bc789390_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-435"> 7 </span></th><td class="data row7 col0" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow7_col0"><span class="yiyi-st" id="yiyi-436"> 8 </span></td><td class="data row7 col1" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow7_col1"><span class="yiyi-st" id="yiyi-437"> 0.354493 </span></td><td class="data row7 col2" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow7_col2"><span class="yiyi-st" id="yiyi-438"> 1.03753 </span></td><td class="data row7 col3" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow7_col3"><span class="yiyi-st" id="yiyi-439">-0.385684</span></td><td class="data row7 col4" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow7_col4"><span class="yiyi-st" id="yiyi-440"> 0.519818 </span></td></tr>
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<th class="row_heading level0 row8" id="T_bc789390_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-441"> 8 </span></th><td class="data row8 col0" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow8_col0"><span class="yiyi-st" id="yiyi-442"> 9 </span></td><td class="data row8 col1" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow8_col1"><span class="yiyi-st" id="yiyi-443"> 1.68658 </span></td><td class="data row8 col2" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow8_col2"><span class="yiyi-st" id="yiyi-444">-1.32596</span></td><td class="data row8 col3" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow8_col3"><span class="yiyi-st" id="yiyi-445"> 1.42898 </span></td><td class="data row8 col4" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow8_col4"><span class="yiyi-st" id="yiyi-446">-2.08935</span></td></tr>
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<th class="row_heading level0 row9" id="T_bc789390_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-447"> 9 </span></th><td class="data row9 col0" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow9_col0"><span class="yiyi-st" id="yiyi-448"> 10 </span></td><td class="data row9 col1" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow9_col1"><span class="yiyi-st" id="yiyi-449">-0.12982</span></td><td class="data row9 col2" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow9_col2"><span class="yiyi-st" id="yiyi-450"> 0.631523 </span></td><td class="data row9 col3" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow9_col3"><span class="yiyi-st" id="yiyi-451">-0.586538</span></td><td class="data row9 col4" id="T_bc789390_c9fe_11e6_8f44_778134d549ffrow9_col4"><span class="yiyi-st" id="yiyi-452"> 0.29072 </span></td></tr>
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<h3 id="Building-Styles-Summary"><span class="yiyi-st" id="yiyi-453">Building Styles Summary<a class="anchor-link" href="#Building-Styles-Summary">&#xB6;</a></span></h3><p><span class="yiyi-st" id="yiyi-454">样式函数应返回带有一个或多个CSS <code>属性的字符串：value</code>以分号分隔。</span><span class="yiyi-st" id="yiyi-455">使用</span></p>
<ul>
<li><span class="yiyi-st" id="yiyi-456"><code>Styler.applymap（func）</code>用于元素样式</span></li>
<li><span class="yiyi-st" id="yiyi-457"><code>Styler.apply（func，axis = 0）</code>用于列方式</span></li>
<li><span class="yiyi-st" id="yiyi-458"><code>Styler.apply（func，axis = 1）</code>用于行式样式</span></li>
<li><span class="yiyi-st" id="yiyi-459"><code>Styler.apply（func，axis = None）</code>用于表格样式</span></li>
</ul>
<p><span class="yiyi-st" id="yiyi-460">至关重要的是，<code>func</code>的输入和输出形状必须匹配。</span><span class="yiyi-st" id="yiyi-461">如果<code>x</code>是输入，则<code>func（x）.shape == x.shape</code>。</span></p>
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<h2 id="Finer-Control:-Slicing"><span class="yiyi-st" id="yiyi-462">Finer Control: Slicing<a class="anchor-link" href="#Finer-Control:-Slicing">&#xB6;</a></span></h2>
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<p><span class="yiyi-st" id="yiyi-463"><code>Styler.apply</code>和<code>Styler.applymap</code>都接受<code>子集</code>关键字。</span><span class="yiyi-st" id="yiyi-464">这样，您就可以将样式应用于特定的行或列，而无需将该逻辑编写到<code>样式</code>函数中。</span></p>
<p><span class="yiyi-st" id="yiyi-465">传递给<code>子集</code>的值与切分DataFrame类似。</span></p>
<ul>
<li><span class="yiyi-st" id="yiyi-466">标量被视为列标签</span></li>
<li><span class="yiyi-st" id="yiyi-467">列表（或系列或numpy数组）</span></li>
<li><span class="yiyi-st" id="yiyi-468">元组被视为<code>（row_indexer，column_indexer）</code></span></li>
</ul>
<p><span class="yiyi-st" id="yiyi-469">考虑使用<code>pd.IndexSlice</code>来构造最后一个的元组。</span></p>
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<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-470">在[11]：</span></div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">style</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="n">highlight_max</span><span class="p">,</span> <span class="n">subset</span><span class="o">=</span><span class="p">[</span><span class="s1">&apos;B&apos;</span><span class="p">,</span> <span class="s1">&apos;C&apos;</span><span class="p">,</span> <span class="s1">&apos;D&apos;</span><span class="p">])</span>
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<div class="output_area"><div class="prompt output_prompt"><span class="yiyi-st" id="yiyi-471">Out [11]：</span></div>
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</th><th class="col_heading level0 col0" colspan="1"><span class="yiyi-st" id="yiyi-472">一个</span></th><th class="col_heading level0 col1" colspan="1"><span class="yiyi-st" id="yiyi-473">B</span></th><th class="col_heading level0 col2" colspan="1"><span class="yiyi-st" id="yiyi-474">C</span></th><th class="col_heading level0 col3" colspan="1"><span class="yiyi-st" id="yiyi-475">D</span></th><th class="col_heading level0 col4" colspan="1"><span class="yiyi-st" id="yiyi-476">E</span></th></tr>
</thead>
<tbody>
<tr>
<th class="row_heading level0 row0" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-477"> 0 </span></th><td class="data row0 col0" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow0_col0"><span class="yiyi-st" id="yiyi-478"> 1 </span></td><td class="data row0 col1" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow0_col1"><span class="yiyi-st" id="yiyi-479"> 1.32921 </span></td><td class="data row0 col2" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow0_col2"><span class="yiyi-st" id="yiyi-480">南</span></td><td class="data row0 col3" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow0_col3"><span class="yiyi-st" id="yiyi-481">-0.31628</span></td><td class="data row0 col4" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow0_col4"><span class="yiyi-st" id="yiyi-482">-0.99081</span></td></tr>
<tr>
<th class="row_heading level0 row1" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-483"> 1 </span></th><td class="data row1 col0" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow1_col0"><span class="yiyi-st" id="yiyi-484"> 2 </span></td><td class="data row1 col1" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow1_col1"><span class="yiyi-st" id="yiyi-485">-1.07082</span></td><td class="data row1 col2" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow1_col2"><span class="yiyi-st" id="yiyi-486">-1.43871</span></td><td class="data row1 col3" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow1_col3"><span class="yiyi-st" id="yiyi-487"> 0.564417 </span></td><td class="data row1 col4" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow1_col4"><span class="yiyi-st" id="yiyi-488"> 0.295722 </span></td></tr>
<tr>
<th class="row_heading level0 row2" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-489"> 2 </span></th><td class="data row2 col0" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow2_col0"><span class="yiyi-st" id="yiyi-490"> 3 </span></td><td class="data row2 col1" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow2_col1"><span class="yiyi-st" id="yiyi-491">-1.6264</span></td><td class="data row2 col2" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow2_col2"><span class="yiyi-st" id="yiyi-492"> 0.219565 </span></td><td class="data row2 col3" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow2_col3"><span class="yiyi-st" id="yiyi-493"> 0.678805 </span></td><td class="data row2 col4" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow2_col4"><span class="yiyi-st" id="yiyi-494"> 1.88927 </span></td></tr>
<tr>
<th class="row_heading level0 row3" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-495"> 3 </span></th><td class="data row3 col0" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow3_col0"><span class="yiyi-st" id="yiyi-496"> 4 </span></td><td class="data row3 col1" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow3_col1"><span class="yiyi-st" id="yiyi-497"> 0.961538 </span></td><td class="data row3 col2" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow3_col2"><span class="yiyi-st" id="yiyi-498"> 0.104011 </span></td><td class="data row3 col3" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow3_col3"><span class="yiyi-st" id="yiyi-499">-0.481165</span></td><td class="data row3 col4" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow3_col4"><span class="yiyi-st" id="yiyi-500"> 0.850229 </span></td></tr>
<tr>
<th class="row_heading level0 row4" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-501"> 4 </span></th><td class="data row4 col0" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow4_col0"><span class="yiyi-st" id="yiyi-502"> 5 </span></td><td class="data row4 col1" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow4_col1"><span class="yiyi-st" id="yiyi-503"> 1.45342 </span></td><td class="data row4 col2" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow4_col2"><span class="yiyi-st" id="yiyi-504"> 1.05774 </span></td><td class="data row4 col3" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow4_col3"><span class="yiyi-st" id="yiyi-505"> 0.165562 </span></td><td class="data row4 col4" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow4_col4"><span class="yiyi-st" id="yiyi-506"> 0.515018 </span></td></tr>
<tr>
<th class="row_heading level0 row5" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-507"> 5 </span></th><td class="data row5 col0" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow5_col0"><span class="yiyi-st" id="yiyi-508"> 6 </span></td><td class="data row5 col1" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow5_col1"><span class="yiyi-st" id="yiyi-509">-1.33694</span></td><td class="data row5 col2" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow5_col2"><span class="yiyi-st" id="yiyi-510"> 0.562861 </span></td><td class="data row5 col3" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow5_col3"><span class="yiyi-st" id="yiyi-511"> 1.39285 </span></td><td class="data row5 col4" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow5_col4"><span class="yiyi-st" id="yiyi-512">-0.063328</span></td></tr>
<tr>
<th class="row_heading level0 row6" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-513"> 6 </span></th><td class="data row6 col0" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow6_col0"><span class="yiyi-st" id="yiyi-514"> 7 </span></td><td class="data row6 col1" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow6_col1"><span class="yiyi-st" id="yiyi-515"> 0.121668 </span></td><td class="data row6 col2" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow6_col2"><span class="yiyi-st" id="yiyi-516"> 1.2076 </span></td><td class="data row6 col3" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow6_col3"><span class="yiyi-st" id="yiyi-517">-0.00204021</span></td><td class="data row6 col4" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow6_col4"><span class="yiyi-st" id="yiyi-518"> 1.6278 </span></td></tr>
<tr>
<th class="row_heading level0 row7" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-519"> 7 </span></th><td class="data row7 col0" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow7_col0"><span class="yiyi-st" id="yiyi-520"> 8 </span></td><td class="data row7 col1" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow7_col1"><span class="yiyi-st" id="yiyi-521"> 0.354493 </span></td><td class="data row7 col2" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow7_col2"><span class="yiyi-st" id="yiyi-522"> 1.03753 </span></td><td class="data row7 col3" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow7_col3"><span class="yiyi-st" id="yiyi-523">-0.385684</span></td><td class="data row7 col4" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow7_col4"><span class="yiyi-st" id="yiyi-524"> 0.519818 </span></td></tr>
<tr>
<th class="row_heading level0 row8" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-525"> 8 </span></th><td class="data row8 col0" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow8_col0"><span class="yiyi-st" id="yiyi-526"> 9 </span></td><td class="data row8 col1" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow8_col1"><span class="yiyi-st" id="yiyi-527"> 1.68658 </span></td><td class="data row8 col2" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow8_col2"><span class="yiyi-st" id="yiyi-528">-1.32596</span></td><td class="data row8 col3" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow8_col3"><span class="yiyi-st" id="yiyi-529"> 1.42898 </span></td><td class="data row8 col4" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow8_col4"><span class="yiyi-st" id="yiyi-530">-2.08935</span></td></tr>
<tr>
<th class="row_heading level0 row9" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-531"> 9 </span></th><td class="data row9 col0" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow9_col0"><span class="yiyi-st" id="yiyi-532"> 10 </span></td><td class="data row9 col1" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow9_col1"><span class="yiyi-st" id="yiyi-533">-0.12982</span></td><td class="data row9 col2" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow9_col2"><span class="yiyi-st" id="yiyi-534"> 0.631523 </span></td><td class="data row9 col3" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow9_col3"><span class="yiyi-st" id="yiyi-535">-0.586538</span></td><td class="data row9 col4" id="T_bc7d0542_c9fe_11e6_8f44_778134d549ffrow9_col4"><span class="yiyi-st" id="yiyi-536"> 0.29072 </span></td></tr>
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<p><span class="yiyi-st" id="yiyi-537">对于行和列切片，<code>.loc</code>的任何有效索引器将工作。</span></p>
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<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-538">在[12]：</span></div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">style</span><span class="o">.</span><span class="n">applymap</span><span class="p">(</span><span class="n">color_negative_red</span><span class="p">,</span>
                  <span class="n">subset</span><span class="o">=</span><span class="n">pd</span><span class="o">.</span><span class="n">IndexSlice</span><span class="p">[</span><span class="mi">2</span><span class="p">:</span><span class="mi">5</span><span class="p">,</span> <span class="p">[</span><span class="s1">&apos;B&apos;</span><span class="p">,</span> <span class="s1">&apos;D&apos;</span><span class="p">]])</span>
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<div class="output_area"><div class="prompt output_prompt"><span class="yiyi-st" id="yiyi-539">Out [12]：</span></div>
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            #T_bc80c600_c9fe_11e6_8f44_778134d549ffrow2_col1 {
            
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            #T_bc80c600_c9fe_11e6_8f44_778134d549ffrow3_col1 {
            
                color:  black;
            
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            #T_bc80c600_c9fe_11e6_8f44_778134d549ffrow3_col3 {
            
                color:  red;
            
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            #T_bc80c600_c9fe_11e6_8f44_778134d549ffrow4_col3 {
            
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</th><th class="col_heading level0 col0" colspan="1"><span class="yiyi-st" id="yiyi-540">一个</span></th><th class="col_heading level0 col1" colspan="1"><span class="yiyi-st" id="yiyi-541">B</span></th><th class="col_heading level0 col2" colspan="1"><span class="yiyi-st" id="yiyi-542">C</span></th><th class="col_heading level0 col3" colspan="1"><span class="yiyi-st" id="yiyi-543">D</span></th><th class="col_heading level0 col4" colspan="1"><span class="yiyi-st" id="yiyi-544">E</span></th></tr>
</thead>
<tbody>
<tr>
<th class="row_heading level0 row0" id="T_bc80c600_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-545"> 0 </span></th><td class="data row0 col0" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow0_col0"><span class="yiyi-st" id="yiyi-546"> 1 </span></td><td class="data row0 col1" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow0_col1"><span class="yiyi-st" id="yiyi-547"> 1.32921 </span></td><td class="data row0 col2" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow0_col2"><span class="yiyi-st" id="yiyi-548">南</span></td><td class="data row0 col3" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow0_col3"><span class="yiyi-st" id="yiyi-549">-0.31628</span></td><td class="data row0 col4" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow0_col4"><span class="yiyi-st" id="yiyi-550">-0.99081</span></td></tr>
<tr>
<th class="row_heading level0 row1" id="T_bc80c600_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-551"> 1 </span></th><td class="data row1 col0" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow1_col0"><span class="yiyi-st" id="yiyi-552"> 2 </span></td><td class="data row1 col1" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow1_col1"><span class="yiyi-st" id="yiyi-553">-1.07082</span></td><td class="data row1 col2" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow1_col2"><span class="yiyi-st" id="yiyi-554">-1.43871</span></td><td class="data row1 col3" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow1_col3"><span class="yiyi-st" id="yiyi-555"> 0.564417 </span></td><td class="data row1 col4" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow1_col4"><span class="yiyi-st" id="yiyi-556"> 0.295722 </span></td></tr>
<tr>
<th class="row_heading level0 row2" id="T_bc80c600_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-557"> 2 </span></th><td class="data row2 col0" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow2_col0"><span class="yiyi-st" id="yiyi-558"> 3 </span></td><td class="data row2 col1" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow2_col1"><span class="yiyi-st" id="yiyi-559">-1.6264</span></td><td class="data row2 col2" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow2_col2"><span class="yiyi-st" id="yiyi-560"> 0.219565 </span></td><td class="data row2 col3" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow2_col3"><span class="yiyi-st" id="yiyi-561"> 0.678805 </span></td><td class="data row2 col4" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow2_col4"><span class="yiyi-st" id="yiyi-562"> 1.88927 </span></td></tr>
<tr>
<th class="row_heading level0 row3" id="T_bc80c600_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-563"> 3 </span></th><td class="data row3 col0" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow3_col0"><span class="yiyi-st" id="yiyi-564"> 4 </span></td><td class="data row3 col1" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow3_col1"><span class="yiyi-st" id="yiyi-565"> 0.961538 </span></td><td class="data row3 col2" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow3_col2"><span class="yiyi-st" id="yiyi-566"> 0.104011 </span></td><td class="data row3 col3" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow3_col3"><span class="yiyi-st" id="yiyi-567">-0.481165</span></td><td class="data row3 col4" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow3_col4"><span class="yiyi-st" id="yiyi-568"> 0.850229 </span></td></tr>
<tr>
<th class="row_heading level0 row4" id="T_bc80c600_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-569"> 4 </span></th><td class="data row4 col0" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow4_col0"><span class="yiyi-st" id="yiyi-570"> 5 </span></td><td class="data row4 col1" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow4_col1"><span class="yiyi-st" id="yiyi-571"> 1.45342 </span></td><td class="data row4 col2" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow4_col2"><span class="yiyi-st" id="yiyi-572"> 1.05774 </span></td><td class="data row4 col3" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow4_col3"><span class="yiyi-st" id="yiyi-573"> 0.165562 </span></td><td class="data row4 col4" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow4_col4"><span class="yiyi-st" id="yiyi-574"> 0.515018 </span></td></tr>
<tr>
<th class="row_heading level0 row5" id="T_bc80c600_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-575"> 5 </span></th><td class="data row5 col0" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow5_col0"><span class="yiyi-st" id="yiyi-576"> 6 </span></td><td class="data row5 col1" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow5_col1"><span class="yiyi-st" id="yiyi-577">-1.33694</span></td><td class="data row5 col2" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow5_col2"><span class="yiyi-st" id="yiyi-578"> 0.562861 </span></td><td class="data row5 col3" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow5_col3"><span class="yiyi-st" id="yiyi-579"> 1.39285 </span></td><td class="data row5 col4" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow5_col4"><span class="yiyi-st" id="yiyi-580">-0.063328</span></td></tr>
<tr>
<th class="row_heading level0 row6" id="T_bc80c600_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-581"> 6 </span></th><td class="data row6 col0" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow6_col0"><span class="yiyi-st" id="yiyi-582"> 7 </span></td><td class="data row6 col1" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow6_col1"><span class="yiyi-st" id="yiyi-583"> 0.121668 </span></td><td class="data row6 col2" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow6_col2"><span class="yiyi-st" id="yiyi-584"> 1.2076 </span></td><td class="data row6 col3" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow6_col3"><span class="yiyi-st" id="yiyi-585">-0.00204021</span></td><td class="data row6 col4" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow6_col4"><span class="yiyi-st" id="yiyi-586"> 1.6278 </span></td></tr>
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<th class="row_heading level0 row7" id="T_bc80c600_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-587"> 7 </span></th><td class="data row7 col0" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow7_col0"><span class="yiyi-st" id="yiyi-588"> 8 </span></td><td class="data row7 col1" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow7_col1"><span class="yiyi-st" id="yiyi-589"> 0.354493 </span></td><td class="data row7 col2" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow7_col2"><span class="yiyi-st" id="yiyi-590"> 1.03753 </span></td><td class="data row7 col3" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow7_col3"><span class="yiyi-st" id="yiyi-591">-0.385684</span></td><td class="data row7 col4" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow7_col4"><span class="yiyi-st" id="yiyi-592"> 0.519818 </span></td></tr>
<tr>
<th class="row_heading level0 row8" id="T_bc80c600_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-593"> 8 </span></th><td class="data row8 col0" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow8_col0"><span class="yiyi-st" id="yiyi-594"> 9 </span></td><td class="data row8 col1" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow8_col1"><span class="yiyi-st" id="yiyi-595"> 1.68658 </span></td><td class="data row8 col2" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow8_col2"><span class="yiyi-st" id="yiyi-596">-1.32596</span></td><td class="data row8 col3" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow8_col3"><span class="yiyi-st" id="yiyi-597"> 1.42898 </span></td><td class="data row8 col4" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow8_col4"><span class="yiyi-st" id="yiyi-598">-2.08935</span></td></tr>
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<th class="row_heading level0 row9" id="T_bc80c600_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-599"> 9 </span></th><td class="data row9 col0" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow9_col0"><span class="yiyi-st" id="yiyi-600"> 10 </span></td><td class="data row9 col1" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow9_col1"><span class="yiyi-st" id="yiyi-601">-0.12982</span></td><td class="data row9 col2" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow9_col2"><span class="yiyi-st" id="yiyi-602"> 0.631523 </span></td><td class="data row9 col3" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow9_col3"><span class="yiyi-st" id="yiyi-603">-0.586538</span></td><td class="data row9 col4" id="T_bc80c600_c9fe_11e6_8f44_778134d549ffrow9_col4"><span class="yiyi-st" id="yiyi-604"> 0.29072 </span></td></tr>
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<p><span class="yiyi-st" id="yiyi-605">现在只支持基于标签的切片，而不是位置。</span></p>
<p><span class="yiyi-st" id="yiyi-606">如果您的样式函数使用<code>子集</code>或<code>轴</code>关键字参数，请考虑在<code>functools.partial</code>中包装函数，以分离出该关键字。</span></p>
<div class="highlight"><pre><span></span><span class="n">my_func2</span> <span class="o">=</span> <span class="n">functools</span><span class="o">.</span><span class="n">partial</span><span class="p">(</span><span class="n">my_func</span><span class="p">,</span> <span class="n">subset</span><span class="o">=</span><span class="mi">42</span><span class="p">)</span>
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<h2 id="Finer-Control:-Display-Values"><span class="yiyi-st" id="yiyi-607">Finer Control: Display Values<a class="anchor-link" href="#Finer-Control:-Display-Values">&#xB6;</a></span></h2><p><span class="yiyi-st" id="yiyi-608">我们在<code>样式器</code>中区分<em>显示</em>值与<em>实际</em>值。</span><span class="yiyi-st" id="yiyi-609">要控制显示值，请在每个单元格中打印文本，使用<code>Styler.format</code>。</span><span class="yiyi-st" id="yiyi-610">单元格可以根据<a href="https://docs.python.org/3/library/string.html#format-specification-mini-language">格式规范字符串</a>或一个可调用，它接受一个单一的值并返回一个字符串。</span></p>
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<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-611">在[13]：</span></div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">style</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="s2">&quot;</span><span class="si">{:.2%}</span><span class="s2">&quot;</span><span class="p">)</span>
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<div class="output_area"><div class="prompt output_prompt"><span class="yiyi-st" id="yiyi-612">出[13]：</span></div>
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<th class="blank level0">
</th><th class="col_heading level0 col0" colspan="1"><span class="yiyi-st" id="yiyi-613">一个</span></th><th class="col_heading level0 col1" colspan="1"><span class="yiyi-st" id="yiyi-614">B</span></th><th class="col_heading level0 col2" colspan="1"><span class="yiyi-st" id="yiyi-615">C</span></th><th class="col_heading level0 col3" colspan="1"><span class="yiyi-st" id="yiyi-616">D</span></th><th class="col_heading level0 col4" colspan="1"><span class="yiyi-st" id="yiyi-617">E</span></th></tr>
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<tbody>
<tr>
<th class="row_heading level0 row0" id="T_bc840c98_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-618"> 0 </span></th><td class="data row0 col0" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow0_col0"><span class="yiyi-st" id="yiyi-619">100.00％</span></td><td class="data row0 col1" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow0_col1"><span class="yiyi-st" id="yiyi-620">132.92％</span></td><td class="data row0 col2" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow0_col2"><span class="yiyi-st" id="yiyi-621">纳米％</span></td><td class="data row0 col3" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow0_col3"><span class="yiyi-st" id="yiyi-622">-31.63％</span></td><td class="data row0 col4" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow0_col4"><span class="yiyi-st" id="yiyi-623">-99.08％</span></td></tr>
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<th class="row_heading level0 row1" id="T_bc840c98_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-624"> 1 </span></th><td class="data row1 col0" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow1_col0"><span class="yiyi-st" id="yiyi-625">200.00％</span></td><td class="data row1 col1" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow1_col1"><span class="yiyi-st" id="yiyi-626">-107.08％</span></td><td class="data row1 col2" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow1_col2"><span class="yiyi-st" id="yiyi-627">-143.87％</span></td><td class="data row1 col3" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow1_col3"><span class="yiyi-st" id="yiyi-628">56.44％</span></td><td class="data row1 col4" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow1_col4"><span class="yiyi-st" id="yiyi-629">29.57％</span></td></tr>
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<th class="row_heading level0 row2" id="T_bc840c98_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-630"> 2 </span></th><td class="data row2 col0" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow2_col0"><span class="yiyi-st" id="yiyi-631">300.00％</span></td><td class="data row2 col1" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow2_col1"><span class="yiyi-st" id="yiyi-632">-162.64％</span></td><td class="data row2 col2" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow2_col2"><span class="yiyi-st" id="yiyi-633">21.96％</span></td><td class="data row2 col3" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow2_col3"><span class="yiyi-st" id="yiyi-634">67.88％</span></td><td class="data row2 col4" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow2_col4"><span class="yiyi-st" id="yiyi-635">188.93％</span></td></tr>
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<th class="row_heading level0 row3" id="T_bc840c98_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-636"> 3 </span></th><td class="data row3 col0" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow3_col0"><span class="yiyi-st" id="yiyi-637">400.00％</span></td><td class="data row3 col1" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow3_col1"><span class="yiyi-st" id="yiyi-638">96.15％</span></td><td class="data row3 col2" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow3_col2"><span class="yiyi-st" id="yiyi-639">10.40％</span></td><td class="data row3 col3" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow3_col3"><span class="yiyi-st" id="yiyi-640">-48.12％</span></td><td class="data row3 col4" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow3_col4"><span class="yiyi-st" id="yiyi-641">85.02％</span></td></tr>
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<th class="row_heading level0 row4" id="T_bc840c98_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-642"> 4 </span></th><td class="data row4 col0" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow4_col0"><span class="yiyi-st" id="yiyi-643">500.00％</span></td><td class="data row4 col1" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow4_col1"><span class="yiyi-st" id="yiyi-644">145.34％</span></td><td class="data row4 col2" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow4_col2"><span class="yiyi-st" id="yiyi-645">105.77％</span></td><td class="data row4 col3" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow4_col3"><span class="yiyi-st" id="yiyi-646">16.56％</span></td><td class="data row4 col4" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow4_col4"><span class="yiyi-st" id="yiyi-647">51.50％</span></td></tr>
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<th class="row_heading level0 row5" id="T_bc840c98_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-648"> 5 </span></th><td class="data row5 col0" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow5_col0"><span class="yiyi-st" id="yiyi-649">600.00％</span></td><td class="data row5 col1" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow5_col1"><span class="yiyi-st" id="yiyi-650">-133.69％</span></td><td class="data row5 col2" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow5_col2"><span class="yiyi-st" id="yiyi-651">56.29％</span></td><td class="data row5 col3" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow5_col3"><span class="yiyi-st" id="yiyi-652">139.29％</span></td><td class="data row5 col4" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow5_col4"><span class="yiyi-st" id="yiyi-653">-6.33％</span></td></tr>
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<th class="row_heading level0 row6" id="T_bc840c98_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-654"> 6 </span></th><td class="data row6 col0" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow6_col0"><span class="yiyi-st" id="yiyi-655">700.00％</span></td><td class="data row6 col1" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow6_col1"><span class="yiyi-st" id="yiyi-656">12.17％</span></td><td class="data row6 col2" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow6_col2"><span class="yiyi-st" id="yiyi-657">120.76％</span></td><td class="data row6 col3" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow6_col3"><span class="yiyi-st" id="yiyi-658">-0.20％</span></td><td class="data row6 col4" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow6_col4"><span class="yiyi-st" id="yiyi-659">162.78％</span></td></tr>
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<th class="row_heading level0 row7" id="T_bc840c98_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-660"> 7 </span></th><td class="data row7 col0" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow7_col0"><span class="yiyi-st" id="yiyi-661">800.00％</span></td><td class="data row7 col1" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow7_col1"><span class="yiyi-st" id="yiyi-662">35.45％</span></td><td class="data row7 col2" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow7_col2"><span class="yiyi-st" id="yiyi-663">103.75％</span></td><td class="data row7 col3" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow7_col3"><span class="yiyi-st" id="yiyi-664">-38.57％</span></td><td class="data row7 col4" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow7_col4"><span class="yiyi-st" id="yiyi-665">51.98％</span></td></tr>
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<th class="row_heading level0 row8" id="T_bc840c98_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-666"> 8 </span></th><td class="data row8 col0" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow8_col0"><span class="yiyi-st" id="yiyi-667">900.00％</span></td><td class="data row8 col1" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow8_col1"><span class="yiyi-st" id="yiyi-668">168.66％</span></td><td class="data row8 col2" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow8_col2"><span class="yiyi-st" id="yiyi-669">-132.60％</span></td><td class="data row8 col3" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow8_col3"><span class="yiyi-st" id="yiyi-670">142.90％</span></td><td class="data row8 col4" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow8_col4"><span class="yiyi-st" id="yiyi-671">-208.94％</span></td></tr>
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<th class="row_heading level0 row9" id="T_bc840c98_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-672"> 9 </span></th><td class="data row9 col0" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow9_col0"><span class="yiyi-st" id="yiyi-673">1000.00％</span></td><td class="data row9 col1" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow9_col1"><span class="yiyi-st" id="yiyi-674">-12.98％</span></td><td class="data row9 col2" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow9_col2"><span class="yiyi-st" id="yiyi-675">63.15％</span></td><td class="data row9 col3" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow9_col3"><span class="yiyi-st" id="yiyi-676">-58.65％</span></td><td class="data row9 col4" id="T_bc840c98_c9fe_11e6_8f44_778134d549ffrow9_col4"><span class="yiyi-st" id="yiyi-677">29.07％</span></td></tr>
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<p><span class="yiyi-st" id="yiyi-678">使用字典格式化特定列。</span></p>
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<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-679">在[14]：</span></div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">style</span><span class="o">.</span><span class="n">format</span><span class="p">({</span><span class="s1">&apos;B&apos;</span><span class="p">:</span> <span class="s2">&quot;</span><span class="si">{:0&lt;4.0f}</span><span class="s2">&quot;</span><span class="p">,</span> <span class="s1">&apos;D&apos;</span><span class="p">:</span> <span class="s1">&apos;</span><span class="si">{:+.2f}</span><span class="s1">&apos;</span><span class="p">})</span>
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<div class="output_area"><div class="prompt output_prompt"><span class="yiyi-st" id="yiyi-680">Out [14]：</span></div>
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</th><th class="col_heading level0 col0" colspan="1"><span class="yiyi-st" id="yiyi-681">一个</span></th><th class="col_heading level0 col1" colspan="1"><span class="yiyi-st" id="yiyi-682">B</span></th><th class="col_heading level0 col2" colspan="1"><span class="yiyi-st" id="yiyi-683">C</span></th><th class="col_heading level0 col3" colspan="1"><span class="yiyi-st" id="yiyi-684">D</span></th><th class="col_heading level0 col4" colspan="1"><span class="yiyi-st" id="yiyi-685">E</span></th></tr>
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<th class="row_heading level0 row0" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-686"> 0 </span></th><td class="data row0 col0" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow0_col0"><span class="yiyi-st" id="yiyi-687"> 1 </span></td><td class="data row0 col1" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow0_col1"><span class="yiyi-st" id="yiyi-688"> 1000 </span></td><td class="data row0 col2" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow0_col2"><span class="yiyi-st" id="yiyi-689">南</span></td><td class="data row0 col3" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow0_col3"><span class="yiyi-st" id="yiyi-690">-0.32</span></td><td class="data row0 col4" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow0_col4"><span class="yiyi-st" id="yiyi-691">-0.99081</span></td></tr>
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<th class="row_heading level0 row1" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-692"> 1 </span></th><td class="data row1 col0" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow1_col0"><span class="yiyi-st" id="yiyi-693"> 2 </span></td><td class="data row1 col1" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow1_col1"><span class="yiyi-st" id="yiyi-694">-100</span></td><td class="data row1 col2" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow1_col2"><span class="yiyi-st" id="yiyi-695">-1.43871</span></td><td class="data row1 col3" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow1_col3"><span class="yiyi-st" id="yiyi-696">+0.56</span></td><td class="data row1 col4" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow1_col4"><span class="yiyi-st" id="yiyi-697"> 0.295722 </span></td></tr>
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<th class="row_heading level0 row2" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-698"> 2 </span></th><td class="data row2 col0" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow2_col0"><span class="yiyi-st" id="yiyi-699"> 3 </span></td><td class="data row2 col1" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow2_col1"><span class="yiyi-st" id="yiyi-700">-200</span></td><td class="data row2 col2" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow2_col2"><span class="yiyi-st" id="yiyi-701"> 0.219565 </span></td><td class="data row2 col3" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow2_col3"><span class="yiyi-st" id="yiyi-702">+0.68</span></td><td class="data row2 col4" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow2_col4"><span class="yiyi-st" id="yiyi-703"> 1.88927 </span></td></tr>
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<th class="row_heading level0 row3" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-704"> 3 </span></th><td class="data row3 col0" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow3_col0"><span class="yiyi-st" id="yiyi-705"> 4 </span></td><td class="data row3 col1" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow3_col1"><span class="yiyi-st" id="yiyi-706"> 1000 </span></td><td class="data row3 col2" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow3_col2"><span class="yiyi-st" id="yiyi-707"> 0.104011 </span></td><td class="data row3 col3" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow3_col3"><span class="yiyi-st" id="yiyi-708">-0.48</span></td><td class="data row3 col4" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow3_col4"><span class="yiyi-st" id="yiyi-709"> 0.850229 </span></td></tr>
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<th class="row_heading level0 row4" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-710"> 4 </span></th><td class="data row4 col0" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow4_col0"><span class="yiyi-st" id="yiyi-711"> 5 </span></td><td class="data row4 col1" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow4_col1"><span class="yiyi-st" id="yiyi-712"> 1000 </span></td><td class="data row4 col2" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow4_col2"><span class="yiyi-st" id="yiyi-713"> 1.05774 </span></td><td class="data row4 col3" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow4_col3"><span class="yiyi-st" id="yiyi-714">+0.17</span></td><td class="data row4 col4" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow4_col4"><span class="yiyi-st" id="yiyi-715"> 0.515018 </span></td></tr>
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<th class="row_heading level0 row5" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-716"> 5 </span></th><td class="data row5 col0" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow5_col0"><span class="yiyi-st" id="yiyi-717"> 6 </span></td><td class="data row5 col1" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow5_col1"><span class="yiyi-st" id="yiyi-718">-100</span></td><td class="data row5 col2" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow5_col2"><span class="yiyi-st" id="yiyi-719"> 0.562861 </span></td><td class="data row5 col3" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow5_col3"><span class="yiyi-st" id="yiyi-720">+1.39</span></td><td class="data row5 col4" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow5_col4"><span class="yiyi-st" id="yiyi-721">-0.063328</span></td></tr>
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<th class="row_heading level0 row6" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-722"> 6 </span></th><td class="data row6 col0" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow6_col0"><span class="yiyi-st" id="yiyi-723"> 7 </span></td><td class="data row6 col1" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow6_col1"><span class="yiyi-st" id="yiyi-724"> 0000 </span></td><td class="data row6 col2" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow6_col2"><span class="yiyi-st" id="yiyi-725"> 1.2076 </span></td><td class="data row6 col3" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow6_col3"><span class="yiyi-st" id="yiyi-726">-0.00</span></td><td class="data row6 col4" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow6_col4"><span class="yiyi-st" id="yiyi-727"> 1.6278 </span></td></tr>
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<th class="row_heading level0 row7" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-728"> 7 </span></th><td class="data row7 col0" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow7_col0"><span class="yiyi-st" id="yiyi-729"> 8 </span></td><td class="data row7 col1" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow7_col1"><span class="yiyi-st" id="yiyi-730"> 0000 </span></td><td class="data row7 col2" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow7_col2"><span class="yiyi-st" id="yiyi-731"> 1.03753 </span></td><td class="data row7 col3" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow7_col3"><span class="yiyi-st" id="yiyi-732">-0.39</span></td><td class="data row7 col4" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow7_col4"><span class="yiyi-st" id="yiyi-733"> 0.519818 </span></td></tr>
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<th class="row_heading level0 row8" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-734"> 8 </span></th><td class="data row8 col0" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow8_col0"><span class="yiyi-st" id="yiyi-735"> 9 </span></td><td class="data row8 col1" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow8_col1"><span class="yiyi-st" id="yiyi-736"> 2000 </span></td><td class="data row8 col2" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow8_col2"><span class="yiyi-st" id="yiyi-737">-1.32596</span></td><td class="data row8 col3" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow8_col3"><span class="yiyi-st" id="yiyi-738">+1.43</span></td><td class="data row8 col4" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow8_col4"><span class="yiyi-st" id="yiyi-739">-2.08935</span></td></tr>
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<th class="row_heading level0 row9" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-740"> 9 </span></th><td class="data row9 col0" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow9_col0"><span class="yiyi-st" id="yiyi-741"> 10 </span></td><td class="data row9 col1" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow9_col1"><span class="yiyi-st" id="yiyi-742">-000</span></td><td class="data row9 col2" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow9_col2"><span class="yiyi-st" id="yiyi-743"> 0.631523 </span></td><td class="data row9 col3" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow9_col3"><span class="yiyi-st" id="yiyi-744">-0.59</span></td><td class="data row9 col4" id="T_bc873b8e_c9fe_11e6_8f44_778134d549ffrow9_col4"><span class="yiyi-st" id="yiyi-745"> 0.29072 </span></td></tr>
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<p><span class="yiyi-st" id="yiyi-746">或者传递一个callable（或callables的字典）以更灵活的处理。</span></p>
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<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-747">在[15]：</span></div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">style</span><span class="o">.</span><span class="n">format</span><span class="p">({</span><span class="s2">&quot;B&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="s2">&quot;&#xB1;</span><span class="si">{:.2f}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="nb">abs</span><span class="p">(</span><span class="n">x</span><span class="p">))})</span>
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<span class="ansi-red-fg">---------------------------------------------------------------------------</span>
<span class="ansi-red-fg">UnicodeDecodeError</span>                        Traceback (most recent call last)
<span class="ansi-green-fg">/home/joris/miniconda3/envs/docs/lib/python2.7/site-packages/IPython/core/formatters.pyc</span> in <span class="ansi-cyan-fg">__call__</span><span class="ansi-blue-fg">(self, obj)</span>
<span class="ansi-green-intense-fg ansi-bold">    309</span>             method <span class="ansi-blue-fg">=</span> get_real_method<span class="ansi-blue-fg">(</span>obj<span class="ansi-blue-fg">,</span> self<span class="ansi-blue-fg">.</span>print_method<span class="ansi-blue-fg">)</span>
<span class="ansi-green-intense-fg ansi-bold">    310</span>             <span class="ansi-green-fg">if</span> method <span class="ansi-green-fg">is</span> <span class="ansi-green-fg">not</span> None<span class="ansi-blue-fg">:</span>
<span class="ansi-green-fg">--&gt; 311</span><span class="ansi-red-fg">                 </span><span class="ansi-green-fg">return</span> method<span class="ansi-blue-fg">(</span><span class="ansi-blue-fg">)</span>
<span class="ansi-green-intense-fg ansi-bold">    312</span>             <span class="ansi-green-fg">return</span> None
<span class="ansi-green-intense-fg ansi-bold">    313</span>         <span class="ansi-green-fg">else</span><span class="ansi-blue-fg">:</span>

<span class="ansi-green-fg">/home/joris/scipy/pandas/pandas/formats/style.py</span> in <span class="ansi-cyan-fg">_repr_html_</span><span class="ansi-blue-fg">(self)</span>
<span class="ansi-green-intense-fg ansi-bold">    190</span>     <span class="ansi-green-fg">def</span> _repr_html_<span class="ansi-blue-fg">(</span>self<span class="ansi-blue-fg">)</span><span class="ansi-blue-fg">:</span>
<span class="ansi-green-intense-fg ansi-bold">    191</span>         <span class="ansi-blue-fg">&quot;&quot;&quot;Hooks into Jupyter notebook rich display system.&quot;&quot;&quot;</span>
<span class="ansi-green-fg">--&gt; 192</span><span class="ansi-red-fg">         </span><span class="ansi-green-fg">return</span> self<span class="ansi-blue-fg">.</span>render<span class="ansi-blue-fg">(</span><span class="ansi-blue-fg">)</span>
<span class="ansi-green-intense-fg ansi-bold">    193</span> 
<span class="ansi-green-intense-fg ansi-bold">    194</span>     <span class="ansi-green-fg">def</span> _translate<span class="ansi-blue-fg">(</span>self<span class="ansi-blue-fg">)</span><span class="ansi-blue-fg">:</span>

<span class="ansi-green-fg">/home/joris/scipy/pandas/pandas/formats/style.py</span> in <span class="ansi-cyan-fg">render</span><span class="ansi-blue-fg">(self)</span>
<span class="ansi-green-intense-fg ansi-bold">    423</span>                    if any(any(y) for y in x[&apos;props&apos;])]
<span class="ansi-green-intense-fg ansi-bold">    424</span>         d<span class="ansi-blue-fg">[</span><span class="ansi-blue-fg">&apos;cellstyle&apos;</span><span class="ansi-blue-fg">]</span> <span class="ansi-blue-fg">=</span> trimmed
<span class="ansi-green-fg">--&gt; 425</span><span class="ansi-red-fg">         </span><span class="ansi-green-fg">return</span> self<span class="ansi-blue-fg">.</span>template<span class="ansi-blue-fg">.</span>render<span class="ansi-blue-fg">(</span><span class="ansi-blue-fg">**</span>d<span class="ansi-blue-fg">)</span>
<span class="ansi-green-intense-fg ansi-bold">    426</span> 
<span class="ansi-green-intense-fg ansi-bold">    427</span>     <span class="ansi-green-fg">def</span> _update_ctx<span class="ansi-blue-fg">(</span>self<span class="ansi-blue-fg">,</span> attrs<span class="ansi-blue-fg">)</span><span class="ansi-blue-fg">:</span>

<span class="ansi-green-fg">/home/joris/miniconda3/envs/docs/lib/python2.7/site-packages/jinja2/environment.pyc</span> in <span class="ansi-cyan-fg">render</span><span class="ansi-blue-fg">(self, *args, **kwargs)</span>
<span class="ansi-green-intense-fg ansi-bold">    987</span>         <span class="ansi-green-fg">except</span> Exception<span class="ansi-blue-fg">:</span>
<span class="ansi-green-intense-fg ansi-bold">    988</span>             exc_info <span class="ansi-blue-fg">=</span> sys<span class="ansi-blue-fg">.</span>exc_info<span class="ansi-blue-fg">(</span><span class="ansi-blue-fg">)</span>
<span class="ansi-green-fg">--&gt; 989</span><span class="ansi-red-fg">         </span><span class="ansi-green-fg">return</span> self<span class="ansi-blue-fg">.</span>environment<span class="ansi-blue-fg">.</span>handle_exception<span class="ansi-blue-fg">(</span>exc_info<span class="ansi-blue-fg">,</span> True<span class="ansi-blue-fg">)</span>
<span class="ansi-green-intense-fg ansi-bold">    990</span> 
<span class="ansi-green-intense-fg ansi-bold">    991</span>     <span class="ansi-green-fg">def</span> stream<span class="ansi-blue-fg">(</span>self<span class="ansi-blue-fg">,</span> <span class="ansi-blue-fg">*</span>args<span class="ansi-blue-fg">,</span> <span class="ansi-blue-fg">**</span>kwargs<span class="ansi-blue-fg">)</span><span class="ansi-blue-fg">:</span>

<span class="ansi-green-fg">/home/joris/miniconda3/envs/docs/lib/python2.7/site-packages/jinja2/environment.pyc</span> in <span class="ansi-cyan-fg">handle_exception</span><span class="ansi-blue-fg">(self, exc_info, rendered, source_hint)</span>
<span class="ansi-green-intense-fg ansi-bold">    752</span>             self<span class="ansi-blue-fg">.</span>exception_handler<span class="ansi-blue-fg">(</span>traceback<span class="ansi-blue-fg">)</span>
<span class="ansi-green-intense-fg ansi-bold">    753</span>         exc_type<span class="ansi-blue-fg">,</span> exc_value<span class="ansi-blue-fg">,</span> tb <span class="ansi-blue-fg">=</span> traceback<span class="ansi-blue-fg">.</span>standard_exc_info
<span class="ansi-green-fg">--&gt; 754</span><span class="ansi-red-fg">         </span>reraise<span class="ansi-blue-fg">(</span>exc_type<span class="ansi-blue-fg">,</span> exc_value<span class="ansi-blue-fg">,</span> tb<span class="ansi-blue-fg">)</span>
<span class="ansi-green-intense-fg ansi-bold">    755</span> 
<span class="ansi-green-intense-fg ansi-bold">    756</span>     <span class="ansi-green-fg">def</span> join_path<span class="ansi-blue-fg">(</span>self<span class="ansi-blue-fg">,</span> template<span class="ansi-blue-fg">,</span> parent<span class="ansi-blue-fg">)</span><span class="ansi-blue-fg">:</span>

<span class="ansi-green-fg">&lt;template&gt;</span> in <span class="ansi-cyan-fg">top-level template code</span><span class="ansi-blue-fg">()</span>

<span class="ansi-red-fg">UnicodeDecodeError</span>: &apos;ascii&apos; codec can&apos;t decode byte 0xc2 in position 0: ordinal not in range(128)</pre>
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<pre>&lt;pandas.formats.style.Styler at 0x7fa8ba59bf50&gt;</pre>
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<h2 id="Builtin-Styles"><span class="yiyi-st" id="yiyi-749">Builtin Styles<a class="anchor-link" href="#Builtin-Styles">&#xB6;</a></span></h2>
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<p><span class="yiyi-st" id="yiyi-750">最后，我们期望某些样式函数是公用的，因为我们已经在<code>Styler</code>中包含了一些“内置”，所以你不必自己编写它们。</span></p>
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<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-751">在[16]：</span></div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">style</span><span class="o">.</span><span class="n">highlight_null</span><span class="p">(</span><span class="n">null_color</span><span class="o">=</span><span class="s1">&apos;red&apos;</span><span class="p">)</span>
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<div class="output_area"><div class="prompt output_prompt"><span class="yiyi-st" id="yiyi-752">Out [16]：</span></div>
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<style type="text/css">
        
        
            #T_bc9db274_c9fe_11e6_8f44_778134d549ffrow0_col2 {
            
                background-color:  red;
            
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<tr>
<th class="blank level0">
</th><th class="col_heading level0 col0" colspan="1"><span class="yiyi-st" id="yiyi-753">一个</span></th><th class="col_heading level0 col1" colspan="1"><span class="yiyi-st" id="yiyi-754">B</span></th><th class="col_heading level0 col2" colspan="1"><span class="yiyi-st" id="yiyi-755">C</span></th><th class="col_heading level0 col3" colspan="1"><span class="yiyi-st" id="yiyi-756">D</span></th><th class="col_heading level0 col4" colspan="1"><span class="yiyi-st" id="yiyi-757">E</span></th></tr>
</thead>
<tbody>
<tr>
<th class="row_heading level0 row0" id="T_bc9db274_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-758"> 0 </span></th><td class="data row0 col0" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow0_col0"><span class="yiyi-st" id="yiyi-759"> 1 </span></td><td class="data row0 col1" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow0_col1"><span class="yiyi-st" id="yiyi-760"> 1.32921 </span></td><td class="data row0 col2" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow0_col2"><span class="yiyi-st" id="yiyi-761">南</span></td><td class="data row0 col3" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow0_col3"><span class="yiyi-st" id="yiyi-762">-0.31628</span></td><td class="data row0 col4" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow0_col4"><span class="yiyi-st" id="yiyi-763">-0.99081</span></td></tr>
<tr>
<th class="row_heading level0 row1" id="T_bc9db274_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-764"> 1 </span></th><td class="data row1 col0" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow1_col0"><span class="yiyi-st" id="yiyi-765"> 2 </span></td><td class="data row1 col1" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow1_col1"><span class="yiyi-st" id="yiyi-766">-1.07082</span></td><td class="data row1 col2" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow1_col2"><span class="yiyi-st" id="yiyi-767">-1.43871</span></td><td class="data row1 col3" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow1_col3"><span class="yiyi-st" id="yiyi-768"> 0.564417 </span></td><td class="data row1 col4" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow1_col4"><span class="yiyi-st" id="yiyi-769"> 0.295722 </span></td></tr>
<tr>
<th class="row_heading level0 row2" id="T_bc9db274_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-770"> 2 </span></th><td class="data row2 col0" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow2_col0"><span class="yiyi-st" id="yiyi-771"> 3 </span></td><td class="data row2 col1" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow2_col1"><span class="yiyi-st" id="yiyi-772">-1.6264</span></td><td class="data row2 col2" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow2_col2"><span class="yiyi-st" id="yiyi-773"> 0.219565 </span></td><td class="data row2 col3" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow2_col3"><span class="yiyi-st" id="yiyi-774"> 0.678805 </span></td><td class="data row2 col4" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow2_col4"><span class="yiyi-st" id="yiyi-775"> 1.88927 </span></td></tr>
<tr>
<th class="row_heading level0 row3" id="T_bc9db274_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-776"> 3 </span></th><td class="data row3 col0" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow3_col0"><span class="yiyi-st" id="yiyi-777"> 4 </span></td><td class="data row3 col1" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow3_col1"><span class="yiyi-st" id="yiyi-778"> 0.961538 </span></td><td class="data row3 col2" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow3_col2"><span class="yiyi-st" id="yiyi-779"> 0.104011 </span></td><td class="data row3 col3" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow3_col3"><span class="yiyi-st" id="yiyi-780">-0.481165</span></td><td class="data row3 col4" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow3_col4"><span class="yiyi-st" id="yiyi-781"> 0.850229 </span></td></tr>
<tr>
<th class="row_heading level0 row4" id="T_bc9db274_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-782"> 4 </span></th><td class="data row4 col0" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow4_col0"><span class="yiyi-st" id="yiyi-783"> 5 </span></td><td class="data row4 col1" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow4_col1"><span class="yiyi-st" id="yiyi-784"> 1.45342 </span></td><td class="data row4 col2" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow4_col2"><span class="yiyi-st" id="yiyi-785"> 1.05774 </span></td><td class="data row4 col3" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow4_col3"><span class="yiyi-st" id="yiyi-786"> 0.165562 </span></td><td class="data row4 col4" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow4_col4"><span class="yiyi-st" id="yiyi-787"> 0.515018 </span></td></tr>
<tr>
<th class="row_heading level0 row5" id="T_bc9db274_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-788"> 5 </span></th><td class="data row5 col0" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow5_col0"><span class="yiyi-st" id="yiyi-789"> 6 </span></td><td class="data row5 col1" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow5_col1"><span class="yiyi-st" id="yiyi-790">-1.33694</span></td><td class="data row5 col2" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow5_col2"><span class="yiyi-st" id="yiyi-791"> 0.562861 </span></td><td class="data row5 col3" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow5_col3"><span class="yiyi-st" id="yiyi-792"> 1.39285 </span></td><td class="data row5 col4" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow5_col4"><span class="yiyi-st" id="yiyi-793">-0.063328</span></td></tr>
<tr>
<th class="row_heading level0 row6" id="T_bc9db274_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-794"> 6 </span></th><td class="data row6 col0" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow6_col0"><span class="yiyi-st" id="yiyi-795"> 7 </span></td><td class="data row6 col1" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow6_col1"><span class="yiyi-st" id="yiyi-796"> 0.121668 </span></td><td class="data row6 col2" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow6_col2"><span class="yiyi-st" id="yiyi-797"> 1.2076 </span></td><td class="data row6 col3" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow6_col3"><span class="yiyi-st" id="yiyi-798">-0.00204021</span></td><td class="data row6 col4" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow6_col4"><span class="yiyi-st" id="yiyi-799"> 1.6278 </span></td></tr>
<tr>
<th class="row_heading level0 row7" id="T_bc9db274_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-800"> 7 </span></th><td class="data row7 col0" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow7_col0"><span class="yiyi-st" id="yiyi-801"> 8 </span></td><td class="data row7 col1" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow7_col1"><span class="yiyi-st" id="yiyi-802"> 0.354493 </span></td><td class="data row7 col2" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow7_col2"><span class="yiyi-st" id="yiyi-803"> 1.03753 </span></td><td class="data row7 col3" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow7_col3"><span class="yiyi-st" id="yiyi-804">-0.385684</span></td><td class="data row7 col4" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow7_col4"><span class="yiyi-st" id="yiyi-805"> 0.519818 </span></td></tr>
<tr>
<th class="row_heading level0 row8" id="T_bc9db274_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-806"> 8 </span></th><td class="data row8 col0" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow8_col0"><span class="yiyi-st" id="yiyi-807"> 9 </span></td><td class="data row8 col1" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow8_col1"><span class="yiyi-st" id="yiyi-808"> 1.68658 </span></td><td class="data row8 col2" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow8_col2"><span class="yiyi-st" id="yiyi-809">-1.32596</span></td><td class="data row8 col3" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow8_col3"><span class="yiyi-st" id="yiyi-810"> 1.42898 </span></td><td class="data row8 col4" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow8_col4"><span class="yiyi-st" id="yiyi-811">-2.08935</span></td></tr>
<tr>
<th class="row_heading level0 row9" id="T_bc9db274_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-812"> 9 </span></th><td class="data row9 col0" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow9_col0"><span class="yiyi-st" id="yiyi-813"> 10 </span></td><td class="data row9 col1" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow9_col1"><span class="yiyi-st" id="yiyi-814">-0.12982</span></td><td class="data row9 col2" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow9_col2"><span class="yiyi-st" id="yiyi-815"> 0.631523 </span></td><td class="data row9 col3" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow9_col3"><span class="yiyi-st" id="yiyi-816">-0.586538</span></td><td class="data row9 col4" id="T_bc9db274_c9fe_11e6_8f44_778134d549ffrow9_col4"><span class="yiyi-st" id="yiyi-817"> 0.29072 </span></td></tr>
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<p><span class="yiyi-st" id="yiyi-818">您可以使用<code>background_gradient</code>方法创建“热图”。</span><span class="yiyi-st" id="yiyi-819">这些需要matplotlib，我们将使用<a href="http://stanford.edu/~mwaskom/software/seaborn/">Seaborn</a>来获得一个很好的色彩映射。</span></p>
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<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-820">在[17]：</span></div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">seaborn</span> <span class="k">as</span> <span class="nn">sns</span>

<span class="n">cm</span> <span class="o">=</span> <span class="n">sns</span><span class="o">.</span><span class="n">light_palette</span><span class="p">(</span><span class="s2">&quot;green&quot;</span><span class="p">,</span> <span class="n">as_cmap</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>

<span class="n">s</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">style</span><span class="o">.</span><span class="n">background_gradient</span><span class="p">(</span><span class="n">cmap</span><span class="o">=</span><span class="n">cm</span><span class="p">)</span>
<span class="n">s</span>
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<pre>/home/joris/miniconda3/envs/docs/lib/python2.7/site-packages/IPython/html.py:14: ShimWarning: The `IPython.html` package has been deprecated. You should import from `notebook` instead. `IPython.html.widgets` has moved to `ipywidgets`.
  &quot;`IPython.html.widgets` has moved to `ipywidgets`.&quot;, ShimWarning)
/home/joris/miniconda3/envs/docs/lib/python2.7/site-packages/matplotlib/colors.py:581: RuntimeWarning: invalid value encountered in less
  cbook._putmask(xa, xa &lt; 0.0, -1)
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                background-color:  #66b866;
            
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            #T_bccca386_c9fe_11e6_8f44_778134d549ffrow5_col2 {
            
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                background-color:  #5cb35c;
            
            }
        
            #T_bccca386_c9fe_11e6_8f44_778134d549ffrow7_col2 {
            
                background-color:  #0e880e;
            
            }
        
            #T_bccca386_c9fe_11e6_8f44_778134d549ffrow7_col3 {
            
                background-color:  #cff3cf;
            
            }
        
            #T_bccca386_c9fe_11e6_8f44_778134d549ffrow7_col4 {
            
                background-color:  #4fac4f;
            
            }
        
            #T_bccca386_c9fe_11e6_8f44_778134d549ffrow8_col0 {
            
                background-color:  #198e19;
            
            }
        
            #T_bccca386_c9fe_11e6_8f44_778134d549ffrow8_col1 {
            
                background-color:  #008000;
            
            }
        
            #T_bccca386_c9fe_11e6_8f44_778134d549ffrow8_col2 {
            
                background-color:  #dcfadc;
            
            }
        
            #T_bccca386_c9fe_11e6_8f44_778134d549ffrow8_col3 {
            
                background-color:  #008000;
            
            }
        
            #T_bccca386_c9fe_11e6_8f44_778134d549ffrow8_col4 {
            
                background-color:  #e5ffe5;
            
            }
        
            #T_bccca386_c9fe_11e6_8f44_778134d549ffrow9_col0 {
            
                background-color:  #008000;
            
            }
        
            #T_bccca386_c9fe_11e6_8f44_778134d549ffrow9_col1 {
            
                background-color:  #7ec67e;
            
            }
        
            #T_bccca386_c9fe_11e6_8f44_778134d549ffrow9_col2 {
            
                background-color:  #319b31;
            
            }
        
            #T_bccca386_c9fe_11e6_8f44_778134d549ffrow9_col3 {
            
                background-color:  #e5ffe5;
            
            }
        
            #T_bccca386_c9fe_11e6_8f44_778134d549ffrow9_col4 {
            
                background-color:  #5cb35c;
            
            }
        
        </style>
<table id="T_bccca386_c9fe_11e6_8f44_778134d549ff" none="">
<thead>
<tr>
<th class="blank level0">
</th><th class="col_heading level0 col0" colspan="1"><span class="yiyi-st" id="yiyi-822">一个</span></th><th class="col_heading level0 col1" colspan="1"><span class="yiyi-st" id="yiyi-823">B</span></th><th class="col_heading level0 col2" colspan="1"><span class="yiyi-st" id="yiyi-824">C</span></th><th class="col_heading level0 col3" colspan="1"><span class="yiyi-st" id="yiyi-825">D</span></th><th class="col_heading level0 col4" colspan="1"><span class="yiyi-st" id="yiyi-826">E</span></th></tr>
</thead>
<tbody>
<tr>
<th class="row_heading level0 row0" id="T_bccca386_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-827"> 0 </span></th><td class="data row0 col0" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow0_col0"><span class="yiyi-st" id="yiyi-828"> 1 </span></td><td class="data row0 col1" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow0_col1"><span class="yiyi-st" id="yiyi-829"> 1.32921 </span></td><td class="data row0 col2" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow0_col2"><span class="yiyi-st" id="yiyi-830">南</span></td><td class="data row0 col3" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow0_col3"><span class="yiyi-st" id="yiyi-831">-0.31628</span></td><td class="data row0 col4" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow0_col4"><span class="yiyi-st" id="yiyi-832">-0.99081</span></td></tr>
<tr>
<th class="row_heading level0 row1" id="T_bccca386_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-833"> 1 </span></th><td class="data row1 col0" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow1_col0"><span class="yiyi-st" id="yiyi-834"> 2 </span></td><td class="data row1 col1" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow1_col1"><span class="yiyi-st" id="yiyi-835">-1.07082</span></td><td class="data row1 col2" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow1_col2"><span class="yiyi-st" id="yiyi-836">-1.43871</span></td><td class="data row1 col3" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow1_col3"><span class="yiyi-st" id="yiyi-837"> 0.564417 </span></td><td class="data row1 col4" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow1_col4"><span class="yiyi-st" id="yiyi-838"> 0.295722 </span></td></tr>
<tr>
<th class="row_heading level0 row2" id="T_bccca386_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-839"> 2 </span></th><td class="data row2 col0" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow2_col0"><span class="yiyi-st" id="yiyi-840"> 3 </span></td><td class="data row2 col1" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow2_col1"><span class="yiyi-st" id="yiyi-841">-1.6264</span></td><td class="data row2 col2" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow2_col2"><span class="yiyi-st" id="yiyi-842"> 0.219565 </span></td><td class="data row2 col3" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow2_col3"><span class="yiyi-st" id="yiyi-843"> 0.678805 </span></td><td class="data row2 col4" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow2_col4"><span class="yiyi-st" id="yiyi-844"> 1.88927 </span></td></tr>
<tr>
<th class="row_heading level0 row3" id="T_bccca386_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-845"> 3 </span></th><td class="data row3 col0" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow3_col0"><span class="yiyi-st" id="yiyi-846"> 4 </span></td><td class="data row3 col1" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow3_col1"><span class="yiyi-st" id="yiyi-847"> 0.961538 </span></td><td class="data row3 col2" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow3_col2"><span class="yiyi-st" id="yiyi-848"> 0.104011 </span></td><td class="data row3 col3" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow3_col3"><span class="yiyi-st" id="yiyi-849">-0.481165</span></td><td class="data row3 col4" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow3_col4"><span class="yiyi-st" id="yiyi-850"> 0.850229 </span></td></tr>
<tr>
<th class="row_heading level0 row4" id="T_bccca386_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-851"> 4 </span></th><td class="data row4 col0" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow4_col0"><span class="yiyi-st" id="yiyi-852"> 5 </span></td><td class="data row4 col1" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow4_col1"><span class="yiyi-st" id="yiyi-853"> 1.45342 </span></td><td class="data row4 col2" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow4_col2"><span class="yiyi-st" id="yiyi-854"> 1.05774 </span></td><td class="data row4 col3" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow4_col3"><span class="yiyi-st" id="yiyi-855"> 0.165562 </span></td><td class="data row4 col4" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow4_col4"><span class="yiyi-st" id="yiyi-856"> 0.515018 </span></td></tr>
<tr>
<th class="row_heading level0 row5" id="T_bccca386_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-857"> 5 </span></th><td class="data row5 col0" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow5_col0"><span class="yiyi-st" id="yiyi-858"> 6 </span></td><td class="data row5 col1" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow5_col1"><span class="yiyi-st" id="yiyi-859">-1.33694</span></td><td class="data row5 col2" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow5_col2"><span class="yiyi-st" id="yiyi-860"> 0.562861 </span></td><td class="data row5 col3" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow5_col3"><span class="yiyi-st" id="yiyi-861"> 1.39285 </span></td><td class="data row5 col4" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow5_col4"><span class="yiyi-st" id="yiyi-862">-0.063328</span></td></tr>
<tr>
<th class="row_heading level0 row6" id="T_bccca386_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-863"> 6 </span></th><td class="data row6 col0" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow6_col0"><span class="yiyi-st" id="yiyi-864"> 7 </span></td><td class="data row6 col1" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow6_col1"><span class="yiyi-st" id="yiyi-865"> 0.121668 </span></td><td class="data row6 col2" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow6_col2"><span class="yiyi-st" id="yiyi-866"> 1.2076 </span></td><td class="data row6 col3" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow6_col3"><span class="yiyi-st" id="yiyi-867">-0.00204021</span></td><td class="data row6 col4" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow6_col4"><span class="yiyi-st" id="yiyi-868"> 1.6278 </span></td></tr>
<tr>
<th class="row_heading level0 row7" id="T_bccca386_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-869"> 7 </span></th><td class="data row7 col0" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow7_col0"><span class="yiyi-st" id="yiyi-870"> 8 </span></td><td class="data row7 col1" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow7_col1"><span class="yiyi-st" id="yiyi-871"> 0.354493 </span></td><td class="data row7 col2" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow7_col2"><span class="yiyi-st" id="yiyi-872"> 1.03753 </span></td><td class="data row7 col3" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow7_col3"><span class="yiyi-st" id="yiyi-873">-0.385684</span></td><td class="data row7 col4" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow7_col4"><span class="yiyi-st" id="yiyi-874"> 0.519818 </span></td></tr>
<tr>
<th class="row_heading level0 row8" id="T_bccca386_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-875"> 8 </span></th><td class="data row8 col0" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow8_col0"><span class="yiyi-st" id="yiyi-876"> 9 </span></td><td class="data row8 col1" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow8_col1"><span class="yiyi-st" id="yiyi-877"> 1.68658 </span></td><td class="data row8 col2" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow8_col2"><span class="yiyi-st" id="yiyi-878">-1.32596</span></td><td class="data row8 col3" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow8_col3"><span class="yiyi-st" id="yiyi-879"> 1.42898 </span></td><td class="data row8 col4" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow8_col4"><span class="yiyi-st" id="yiyi-880">-2.08935</span></td></tr>
<tr>
<th class="row_heading level0 row9" id="T_bccca386_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-881"> 9 </span></th><td class="data row9 col0" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow9_col0"><span class="yiyi-st" id="yiyi-882"> 10 </span></td><td class="data row9 col1" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow9_col1"><span class="yiyi-st" id="yiyi-883">-0.12982</span></td><td class="data row9 col2" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow9_col2"><span class="yiyi-st" id="yiyi-884"> 0.631523 </span></td><td class="data row9 col3" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow9_col3"><span class="yiyi-st" id="yiyi-885">-0.586538</span></td><td class="data row9 col4" id="T_bccca386_c9fe_11e6_8f44_778134d549ffrow9_col4"><span class="yiyi-st" id="yiyi-886"> 0.29072 </span></td></tr>
</tbody>
</table>
</div>
</div>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p><span class="yiyi-st" id="yiyi-887"><code>Styler.background_gradient</code>使用关键字参数<code>低</code>和<code>高</code>。</span><span class="yiyi-st" id="yiyi-888">粗略地说，这些扩展了<code>低</code>和<code>高 t&gt;百分比的数据范围，以便在我们转换颜色时，不使用色彩映射的整个范围。</code></span><span class="yiyi-st" id="yiyi-889">这是有用的，这样你可以读取文本仍然。</span></p>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-890">在[18]：</span></div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Uses the full color range</span>
<span class="n">df</span><span class="o">.</span><span class="n">loc</span><span class="p">[:</span><span class="mi">4</span><span class="p">]</span><span class="o">.</span><span class="n">style</span><span class="o">.</span><span class="n">background_gradient</span><span class="p">(</span><span class="n">cmap</span><span class="o">=</span><span class="s1">&apos;viridis&apos;</span><span class="p">)</span>
</pre></div>
</div>
</div>
</div>
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt output_prompt"><span class="yiyi-st" id="yiyi-891">出[18]：</span></div>
<div class="output_html rendered_html output_subarea output_execute_result">
<style type="text/css">
        
        
            #T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow0_col0 {
            
                background-color:  #440154;
            
            }
        
            #T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow0_col1 {
            
                background-color:  #e5e419;
            
            }
        
            #T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow0_col2 {
            
                background-color:  #440154;
            
            }
        
            #T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow0_col3 {
            
                background-color:  #46327e;
            
            }
        
            #T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow0_col4 {
            
                background-color:  #440154;
            
            }
        
            #T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow1_col0 {
            
                background-color:  #3b528b;
            
            }
        
            #T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow1_col1 {
            
                background-color:  #433e85;
            
            }
        
            #T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow1_col2 {
            
                background-color:  #440154;
            
            }
        
            #T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow1_col3 {
            
                background-color:  #bddf26;
            
            }
        
            #T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow1_col4 {
            
                background-color:  #25838e;
            
            }
        
            #T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow2_col0 {
            
                background-color:  #21918c;
            
            }
        
            #T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow2_col1 {
            
                background-color:  #440154;
            
            }
        
            #T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow2_col2 {
            
                background-color:  #35b779;
            
            }
        
            #T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow2_col3 {
            
                background-color:  #fde725;
            
            }
        
            #T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow2_col4 {
            
                background-color:  #fde725;
            
            }
        
            #T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow3_col0 {
            
                background-color:  #5ec962;
            
            }
        
            #T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow3_col1 {
            
                background-color:  #95d840;
            
            }
        
            #T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow3_col2 {
            
                background-color:  #26ad81;
            
            }
        
            #T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow3_col3 {
            
                background-color:  #440154;
            
            }
        
            #T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow3_col4 {
            
                background-color:  #2cb17e;
            
            }
        
            #T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow4_col0 {
            
                background-color:  #fde725;
            
            }
        
            #T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow4_col1 {
            
                background-color:  #fde725;
            
            }
        
            #T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow4_col2 {
            
                background-color:  #fde725;
            
            }
        
            #T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow4_col3 {
            
                background-color:  #1f9e89;
            
            }
        
            #T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow4_col4 {
            
                background-color:  #1f958b;
            
            }
        
        </style>
<table id="T_bcd1a958_c9fe_11e6_8f44_778134d549ff" none="">
<thead>
<tr>
<th class="blank level0">
</th><th class="col_heading level0 col0" colspan="1"><span class="yiyi-st" id="yiyi-892">一个</span></th><th class="col_heading level0 col1" colspan="1"><span class="yiyi-st" id="yiyi-893">B</span></th><th class="col_heading level0 col2" colspan="1"><span class="yiyi-st" id="yiyi-894">C</span></th><th class="col_heading level0 col3" colspan="1"><span class="yiyi-st" id="yiyi-895">D</span></th><th class="col_heading level0 col4" colspan="1"><span class="yiyi-st" id="yiyi-896">E</span></th></tr>
</thead>
<tbody>
<tr>
<th class="row_heading level0 row0" id="T_bcd1a958_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-897"> 0 </span></th><td class="data row0 col0" id="T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow0_col0"><span class="yiyi-st" id="yiyi-898"> 1 </span></td><td class="data row0 col1" id="T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow0_col1"><span class="yiyi-st" id="yiyi-899"> 1.32921 </span></td><td class="data row0 col2" id="T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow0_col2"><span class="yiyi-st" id="yiyi-900">南</span></td><td class="data row0 col3" id="T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow0_col3"><span class="yiyi-st" id="yiyi-901">-0.31628</span></td><td class="data row0 col4" id="T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow0_col4"><span class="yiyi-st" id="yiyi-902">-0.99081</span></td></tr>
<tr>
<th class="row_heading level0 row1" id="T_bcd1a958_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-903"> 1 </span></th><td class="data row1 col0" id="T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow1_col0"><span class="yiyi-st" id="yiyi-904"> 2 </span></td><td class="data row1 col1" id="T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow1_col1"><span class="yiyi-st" id="yiyi-905">-1.07082</span></td><td class="data row1 col2" id="T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow1_col2"><span class="yiyi-st" id="yiyi-906">-1.43871</span></td><td class="data row1 col3" id="T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow1_col3"><span class="yiyi-st" id="yiyi-907"> 0.564417 </span></td><td class="data row1 col4" id="T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow1_col4"><span class="yiyi-st" id="yiyi-908"> 0.295722 </span></td></tr>
<tr>
<th class="row_heading level0 row2" id="T_bcd1a958_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-909"> 2 </span></th><td class="data row2 col0" id="T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow2_col0"><span class="yiyi-st" id="yiyi-910"> 3 </span></td><td class="data row2 col1" id="T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow2_col1"><span class="yiyi-st" id="yiyi-911">-1.6264</span></td><td class="data row2 col2" id="T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow2_col2"><span class="yiyi-st" id="yiyi-912"> 0.219565 </span></td><td class="data row2 col3" id="T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow2_col3"><span class="yiyi-st" id="yiyi-913"> 0.678805 </span></td><td class="data row2 col4" id="T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow2_col4"><span class="yiyi-st" id="yiyi-914"> 1.88927 </span></td></tr>
<tr>
<th class="row_heading level0 row3" id="T_bcd1a958_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-915"> 3 </span></th><td class="data row3 col0" id="T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow3_col0"><span class="yiyi-st" id="yiyi-916"> 4 </span></td><td class="data row3 col1" id="T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow3_col1"><span class="yiyi-st" id="yiyi-917"> 0.961538 </span></td><td class="data row3 col2" id="T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow3_col2"><span class="yiyi-st" id="yiyi-918"> 0.104011 </span></td><td class="data row3 col3" id="T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow3_col3"><span class="yiyi-st" id="yiyi-919">-0.481165</span></td><td class="data row3 col4" id="T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow3_col4"><span class="yiyi-st" id="yiyi-920"> 0.850229 </span></td></tr>
<tr>
<th class="row_heading level0 row4" id="T_bcd1a958_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-921"> 4 </span></th><td class="data row4 col0" id="T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow4_col0"><span class="yiyi-st" id="yiyi-922"> 5 </span></td><td class="data row4 col1" id="T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow4_col1"><span class="yiyi-st" id="yiyi-923"> 1.45342 </span></td><td class="data row4 col2" id="T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow4_col2"><span class="yiyi-st" id="yiyi-924"> 1.05774 </span></td><td class="data row4 col3" id="T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow4_col3"><span class="yiyi-st" id="yiyi-925"> 0.165562 </span></td><td class="data row4 col4" id="T_bcd1a958_c9fe_11e6_8f44_778134d549ffrow4_col4"><span class="yiyi-st" id="yiyi-926"> 0.515018 </span></td></tr>
</tbody>
</table>
</div>
</div>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-927">在[19]：</span></div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Compreess the color range</span>
<span class="p">(</span><span class="n">df</span><span class="o">.</span><span class="n">loc</span><span class="p">[:</span><span class="mi">4</span><span class="p">]</span>
    <span class="o">.</span><span class="n">style</span>
    <span class="o">.</span><span class="n">background_gradient</span><span class="p">(</span><span class="n">cmap</span><span class="o">=</span><span class="s1">&apos;viridis&apos;</span><span class="p">,</span> <span class="n">low</span><span class="o">=.</span><span class="mi">5</span><span class="p">,</span> <span class="n">high</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
    <span class="o">.</span><span class="n">highlight_null</span><span class="p">(</span><span class="s1">&apos;red&apos;</span><span class="p">))</span>
</pre></div>
</div>
</div>
</div>
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt output_prompt"><span class="yiyi-st" id="yiyi-928">出[19]：</span></div>
<div class="output_html rendered_html output_subarea output_execute_result">
<style type="text/css">
        
        
            #T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow0_col0 {
            
                background-color:  #31688e;
            
                : ;
            
            }
        
            #T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow0_col1 {
            
                background-color:  #efe51c;
            
                : ;
            
            }
        
            #T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow0_col2 {
            
                background-color:  #440154;
            
                background-color:  red;
            
            }
        
            #T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow0_col3 {
            
                background-color:  #277f8e;
            
                : ;
            
            }
        
            #T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow0_col4 {
            
                background-color:  #31688e;
            
                : ;
            
            }
        
            #T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow1_col0 {
            
                background-color:  #21918c;
            
                : ;
            
            }
        
            #T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow1_col1 {
            
                background-color:  #25858e;
            
                : ;
            
            }
        
            #T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow1_col2 {
            
                background-color:  #31688e;
            
                : ;
            
            }
        
            #T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow1_col3 {
            
                background-color:  #d5e21a;
            
                : ;
            
            }
        
            #T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow1_col4 {
            
                background-color:  #29af7f;
            
                : ;
            
            }
        
            #T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow2_col0 {
            
                background-color:  #35b779;
            
                : ;
            
            }
        
            #T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow2_col1 {
            
                background-color:  #31688e;
            
                : ;
            
            }
        
            #T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow2_col2 {
            
                background-color:  #6ccd5a;
            
                : ;
            
            }
        
            #T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow2_col3 {
            
                background-color:  #fde725;
            
                : ;
            
            }
        
            #T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow2_col4 {
            
                background-color:  #fde725;
            
                : ;
            
            }
        
            #T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow3_col0 {
            
                background-color:  #90d743;
            
                : ;
            
            }
        
            #T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow3_col1 {
            
                background-color:  #b8de29;
            
                : ;
            
            }
        
            #T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow3_col2 {
            
                background-color:  #5ac864;
            
                : ;
            
            }
        
            #T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow3_col3 {
            
                background-color:  #31688e;
            
                : ;
            
            }
        
            #T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow3_col4 {
            
                background-color:  #63cb5f;
            
                : ;
            
            }
        
            #T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow4_col0 {
            
                background-color:  #fde725;
            
                : ;
            
            }
        
            #T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow4_col1 {
            
                background-color:  #fde725;
            
                : ;
            
            }
        
            #T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow4_col2 {
            
                background-color:  #fde725;
            
                : ;
            
            }
        
            #T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow4_col3 {
            
                background-color:  #46c06f;
            
                : ;
            
            }
        
            #T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow4_col4 {
            
                background-color:  #3bbb75;
            
                : ;
            
            }
        
        </style>
<table id="T_bcd6836a_c9fe_11e6_8f44_778134d549ff" none="">
<thead>
<tr>
<th class="blank level0">
</th><th class="col_heading level0 col0" colspan="1"><span class="yiyi-st" id="yiyi-929">一个</span></th><th class="col_heading level0 col1" colspan="1"><span class="yiyi-st" id="yiyi-930">B</span></th><th class="col_heading level0 col2" colspan="1"><span class="yiyi-st" id="yiyi-931">C</span></th><th class="col_heading level0 col3" colspan="1"><span class="yiyi-st" id="yiyi-932">D</span></th><th class="col_heading level0 col4" colspan="1"><span class="yiyi-st" id="yiyi-933">E</span></th></tr>
</thead>
<tbody>
<tr>
<th class="row_heading level0 row0" id="T_bcd6836a_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-934"> 0 </span></th><td class="data row0 col0" id="T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow0_col0"><span class="yiyi-st" id="yiyi-935"> 1 </span></td><td class="data row0 col1" id="T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow0_col1"><span class="yiyi-st" id="yiyi-936"> 1.32921 </span></td><td class="data row0 col2" id="T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow0_col2"><span class="yiyi-st" id="yiyi-937">南</span></td><td class="data row0 col3" id="T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow0_col3"><span class="yiyi-st" id="yiyi-938">-0.31628</span></td><td class="data row0 col4" id="T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow0_col4"><span class="yiyi-st" id="yiyi-939">-0.99081</span></td></tr>
<tr>
<th class="row_heading level0 row1" id="T_bcd6836a_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-940"> 1 </span></th><td class="data row1 col0" id="T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow1_col0"><span class="yiyi-st" id="yiyi-941"> 2 </span></td><td class="data row1 col1" id="T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow1_col1"><span class="yiyi-st" id="yiyi-942">-1.07082</span></td><td class="data row1 col2" id="T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow1_col2"><span class="yiyi-st" id="yiyi-943">-1.43871</span></td><td class="data row1 col3" id="T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow1_col3"><span class="yiyi-st" id="yiyi-944"> 0.564417 </span></td><td class="data row1 col4" id="T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow1_col4"><span class="yiyi-st" id="yiyi-945"> 0.295722 </span></td></tr>
<tr>
<th class="row_heading level0 row2" id="T_bcd6836a_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-946"> 2 </span></th><td class="data row2 col0" id="T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow2_col0"><span class="yiyi-st" id="yiyi-947"> 3 </span></td><td class="data row2 col1" id="T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow2_col1"><span class="yiyi-st" id="yiyi-948">-1.6264</span></td><td class="data row2 col2" id="T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow2_col2"><span class="yiyi-st" id="yiyi-949"> 0.219565 </span></td><td class="data row2 col3" id="T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow2_col3"><span class="yiyi-st" id="yiyi-950"> 0.678805 </span></td><td class="data row2 col4" id="T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow2_col4"><span class="yiyi-st" id="yiyi-951"> 1.88927 </span></td></tr>
<tr>
<th class="row_heading level0 row3" id="T_bcd6836a_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-952"> 3 </span></th><td class="data row3 col0" id="T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow3_col0"><span class="yiyi-st" id="yiyi-953"> 4 </span></td><td class="data row3 col1" id="T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow3_col1"><span class="yiyi-st" id="yiyi-954"> 0.961538 </span></td><td class="data row3 col2" id="T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow3_col2"><span class="yiyi-st" id="yiyi-955"> 0.104011 </span></td><td class="data row3 col3" id="T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow3_col3"><span class="yiyi-st" id="yiyi-956">-0.481165</span></td><td class="data row3 col4" id="T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow3_col4"><span class="yiyi-st" id="yiyi-957"> 0.850229 </span></td></tr>
<tr>
<th class="row_heading level0 row4" id="T_bcd6836a_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-958"> 4 </span></th><td class="data row4 col0" id="T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow4_col0"><span class="yiyi-st" id="yiyi-959"> 5 </span></td><td class="data row4 col1" id="T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow4_col1"><span class="yiyi-st" id="yiyi-960"> 1.45342 </span></td><td class="data row4 col2" id="T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow4_col2"><span class="yiyi-st" id="yiyi-961"> 1.05774 </span></td><td class="data row4 col3" id="T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow4_col3"><span class="yiyi-st" id="yiyi-962"> 0.165562 </span></td><td class="data row4 col4" id="T_bcd6836a_c9fe_11e6_8f44_778134d549ffrow4_col4"><span class="yiyi-st" id="yiyi-963"> 0.515018 </span></td></tr>
</tbody>
</table>
</div>
</div>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p><span class="yiyi-st" id="yiyi-964">您可以在DataFrame中包括“条形图”。</span></p>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-965">在[20]：</span></div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">style</span><span class="o">.</span><span class="n">bar</span><span class="p">(</span><span class="n">subset</span><span class="o">=</span><span class="p">[</span><span class="s1">&apos;A&apos;</span><span class="p">,</span> <span class="s1">&apos;B&apos;</span><span class="p">],</span> <span class="n">color</span><span class="o">=</span><span class="s1">&apos;#d65f5f&apos;</span><span class="p">)</span>
</pre></div>
</div>
</div>
</div>
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt output_prompt"><span class="yiyi-st" id="yiyi-966">Out [20]：</span></div>
<div class="output_html rendered_html output_subarea output_execute_result">
<style type="text/css">
        
        
            #T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow0_col0 {
            
                width:  10em;
            
                 height:  80%;
            
            }
        
            #T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow0_col1 {
            
                width:  10em;
            
                 height:  80%;
            
                background:  linear-gradient(90deg,#d65f5f 89.2130363996%, transparent 0%);
            
            }
        
            #T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow1_col0 {
            
                width:  10em;
            
                 height:  80%;
            
                background:  linear-gradient(90deg,#d65f5f 11.1111111111%, transparent 0%);
            
            }
        
            #T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow1_col1 {
            
                width:  10em;
            
                 height:  80%;
            
                background:  linear-gradient(90deg,#d65f5f 16.7700011331%, transparent 0%);
            
            }
        
            #T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow2_col0 {
            
                width:  10em;
            
                 height:  80%;
            
                background:  linear-gradient(90deg,#d65f5f 22.2222222222%, transparent 0%);
            
            }
        
            #T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow2_col1 {
            
                width:  10em;
            
                 height:  80%;
            
            }
        
            #T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow3_col0 {
            
                width:  10em;
            
                 height:  80%;
            
                background:  linear-gradient(90deg,#d65f5f 33.3333333333%, transparent 0%);
            
            }
        
            #T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow3_col1 {
            
                width:  10em;
            
                 height:  80%;
            
                background:  linear-gradient(90deg,#d65f5f 78.1150827835%, transparent 0%);
            
            }
        
            #T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow4_col0 {
            
                width:  10em;
            
                 height:  80%;
            
                background:  linear-gradient(90deg,#d65f5f 44.4444444444%, transparent 0%);
            
            }
        
            #T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow4_col1 {
            
                width:  10em;
            
                 height:  80%;
            
                background:  linear-gradient(90deg,#d65f5f 92.9622961833%, transparent 0%);
            
            }
        
            #T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow5_col0 {
            
                width:  10em;
            
                 height:  80%;
            
                background:  linear-gradient(90deg,#d65f5f 55.5555555556%, transparent 0%);
            
            }
        
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                width:  10em;
            
                 height:  80%;
            
                background:  linear-gradient(90deg,#d65f5f 8.73738825345%, transparent 0%);
            
            }
        
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                width:  10em;
            
                 height:  80%;
            
                background:  linear-gradient(90deg,#d65f5f 66.6666666667%, transparent 0%);
            
            }
        
            #T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow6_col1 {
            
                width:  10em;
            
                 height:  80%;
            
                background:  linear-gradient(90deg,#d65f5f 52.7642436003%, transparent 0%);
            
            }
        
            #T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow7_col0 {
            
                width:  10em;
            
                 height:  80%;
            
                background:  linear-gradient(90deg,#d65f5f 77.7777777778%, transparent 0%);
            
            }
        
            #T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow7_col1 {
            
                width:  10em;
            
                 height:  80%;
            
                background:  linear-gradient(90deg,#d65f5f 59.7918720124%, transparent 0%);
            
            }
        
            #T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow8_col0 {
            
                width:  10em;
            
                 height:  80%;
            
                background:  linear-gradient(90deg,#d65f5f 88.8888888889%, transparent 0%);
            
            }
        
            #T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow8_col1 {
            
                width:  10em;
            
                 height:  80%;
            
                background:  linear-gradient(90deg,#d65f5f 100.0%, transparent 0%);
            
            }
        
            #T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow9_col0 {
            
                width:  10em;
            
                 height:  80%;
            
                background:  linear-gradient(90deg,#d65f5f 100.0%, transparent 0%);
            
            }
        
            #T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow9_col1 {
            
                width:  10em;
            
                 height:  80%;
            
                background:  linear-gradient(90deg,#d65f5f 45.1732603033%, transparent 0%);
            
            }
        
        </style>
<table id="T_bcda34c4_c9fe_11e6_8f44_778134d549ff" none="">
<thead>
<tr>
<th class="blank level0">
</th><th class="col_heading level0 col0" colspan="1"><span class="yiyi-st" id="yiyi-967">一个</span></th><th class="col_heading level0 col1" colspan="1"><span class="yiyi-st" id="yiyi-968">B</span></th><th class="col_heading level0 col2" colspan="1"><span class="yiyi-st" id="yiyi-969">C</span></th><th class="col_heading level0 col3" colspan="1"><span class="yiyi-st" id="yiyi-970">D</span></th><th class="col_heading level0 col4" colspan="1"><span class="yiyi-st" id="yiyi-971">E</span></th></tr>
</thead>
<tbody>
<tr>
<th class="row_heading level0 row0" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-972"> 0 </span></th><td class="data row0 col0" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow0_col0"><span class="yiyi-st" id="yiyi-973"> 1 </span></td><td class="data row0 col1" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow0_col1"><span class="yiyi-st" id="yiyi-974"> 1.32921 </span></td><td class="data row0 col2" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow0_col2"><span class="yiyi-st" id="yiyi-975">南</span></td><td class="data row0 col3" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow0_col3"><span class="yiyi-st" id="yiyi-976">-0.31628</span></td><td class="data row0 col4" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow0_col4"><span class="yiyi-st" id="yiyi-977">-0.99081</span></td></tr>
<tr>
<th class="row_heading level0 row1" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-978"> 1 </span></th><td class="data row1 col0" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow1_col0"><span class="yiyi-st" id="yiyi-979"> 2 </span></td><td class="data row1 col1" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow1_col1"><span class="yiyi-st" id="yiyi-980">-1.07082</span></td><td class="data row1 col2" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow1_col2"><span class="yiyi-st" id="yiyi-981">-1.43871</span></td><td class="data row1 col3" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow1_col3"><span class="yiyi-st" id="yiyi-982"> 0.564417 </span></td><td class="data row1 col4" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow1_col4"><span class="yiyi-st" id="yiyi-983"> 0.295722 </span></td></tr>
<tr>
<th class="row_heading level0 row2" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-984"> 2 </span></th><td class="data row2 col0" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow2_col0"><span class="yiyi-st" id="yiyi-985"> 3 </span></td><td class="data row2 col1" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow2_col1"><span class="yiyi-st" id="yiyi-986">-1.6264</span></td><td class="data row2 col2" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow2_col2"><span class="yiyi-st" id="yiyi-987"> 0.219565 </span></td><td class="data row2 col3" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow2_col3"><span class="yiyi-st" id="yiyi-988"> 0.678805 </span></td><td class="data row2 col4" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow2_col4"><span class="yiyi-st" id="yiyi-989"> 1.88927 </span></td></tr>
<tr>
<th class="row_heading level0 row3" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-990"> 3 </span></th><td class="data row3 col0" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow3_col0"><span class="yiyi-st" id="yiyi-991"> 4 </span></td><td class="data row3 col1" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow3_col1"><span class="yiyi-st" id="yiyi-992"> 0.961538 </span></td><td class="data row3 col2" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow3_col2"><span class="yiyi-st" id="yiyi-993"> 0.104011 </span></td><td class="data row3 col3" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow3_col3"><span class="yiyi-st" id="yiyi-994">-0.481165</span></td><td class="data row3 col4" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow3_col4"><span class="yiyi-st" id="yiyi-995"> 0.850229 </span></td></tr>
<tr>
<th class="row_heading level0 row4" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-996"> 4 </span></th><td class="data row4 col0" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow4_col0"><span class="yiyi-st" id="yiyi-997"> 5 </span></td><td class="data row4 col1" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow4_col1"><span class="yiyi-st" id="yiyi-998"> 1.45342 </span></td><td class="data row4 col2" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow4_col2"><span class="yiyi-st" id="yiyi-999"> 1.05774 </span></td><td class="data row4 col3" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow4_col3"><span class="yiyi-st" id="yiyi-1000"> 0.165562 </span></td><td class="data row4 col4" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow4_col4"><span class="yiyi-st" id="yiyi-1001"> 0.515018 </span></td></tr>
<tr>
<th class="row_heading level0 row5" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1002"> 5 </span></th><td class="data row5 col0" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow5_col0"><span class="yiyi-st" id="yiyi-1003"> 6 </span></td><td class="data row5 col1" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow5_col1"><span class="yiyi-st" id="yiyi-1004">-1.33694</span></td><td class="data row5 col2" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow5_col2"><span class="yiyi-st" id="yiyi-1005"> 0.562861 </span></td><td class="data row5 col3" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow5_col3"><span class="yiyi-st" id="yiyi-1006"> 1.39285 </span></td><td class="data row5 col4" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow5_col4"><span class="yiyi-st" id="yiyi-1007">-0.063328</span></td></tr>
<tr>
<th class="row_heading level0 row6" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1008"> 6 </span></th><td class="data row6 col0" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow6_col0"><span class="yiyi-st" id="yiyi-1009"> 7 </span></td><td class="data row6 col1" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow6_col1"><span class="yiyi-st" id="yiyi-1010"> 0.121668 </span></td><td class="data row6 col2" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow6_col2"><span class="yiyi-st" id="yiyi-1011"> 1.2076 </span></td><td class="data row6 col3" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow6_col3"><span class="yiyi-st" id="yiyi-1012">-0.00204021</span></td><td class="data row6 col4" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow6_col4"><span class="yiyi-st" id="yiyi-1013"> 1.6278 </span></td></tr>
<tr>
<th class="row_heading level0 row7" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1014"> 7 </span></th><td class="data row7 col0" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow7_col0"><span class="yiyi-st" id="yiyi-1015"> 8 </span></td><td class="data row7 col1" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow7_col1"><span class="yiyi-st" id="yiyi-1016"> 0.354493 </span></td><td class="data row7 col2" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow7_col2"><span class="yiyi-st" id="yiyi-1017"> 1.03753 </span></td><td class="data row7 col3" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow7_col3"><span class="yiyi-st" id="yiyi-1018">-0.385684</span></td><td class="data row7 col4" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow7_col4"><span class="yiyi-st" id="yiyi-1019"> 0.519818 </span></td></tr>
<tr>
<th class="row_heading level0 row8" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1020"> 8 </span></th><td class="data row8 col0" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow8_col0"><span class="yiyi-st" id="yiyi-1021"> 9 </span></td><td class="data row8 col1" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow8_col1"><span class="yiyi-st" id="yiyi-1022"> 1.68658 </span></td><td class="data row8 col2" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow8_col2"><span class="yiyi-st" id="yiyi-1023">-1.32596</span></td><td class="data row8 col3" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow8_col3"><span class="yiyi-st" id="yiyi-1024"> 1.42898 </span></td><td class="data row8 col4" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow8_col4"><span class="yiyi-st" id="yiyi-1025">-2.08935</span></td></tr>
<tr>
<th class="row_heading level0 row9" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1026"> 9 </span></th><td class="data row9 col0" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow9_col0"><span class="yiyi-st" id="yiyi-1027"> 10 </span></td><td class="data row9 col1" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow9_col1"><span class="yiyi-st" id="yiyi-1028">-0.12982</span></td><td class="data row9 col2" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow9_col2"><span class="yiyi-st" id="yiyi-1029"> 0.631523 </span></td><td class="data row9 col3" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow9_col3"><span class="yiyi-st" id="yiyi-1030">-0.586538</span></td><td class="data row9 col4" id="T_bcda34c4_c9fe_11e6_8f44_778134d549ffrow9_col4"><span class="yiyi-st" id="yiyi-1031"> 0.29072 </span></td></tr>
</tbody>
</table>
</div>
</div>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p><span class="yiyi-st" id="yiyi-1032">还有<code>.highlight_min</code>和<code>.highlight_max</code>。</span></p>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-1033">在[21]：</span></div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">style</span><span class="o">.</span><span class="n">highlight_max</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
</pre></div>
</div>
</div>
</div>
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt output_prompt"><span class="yiyi-st" id="yiyi-1034">出[21]：</span></div>
<div class="output_html rendered_html output_subarea output_execute_result">
<style type="text/css">
        
        
            #T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow2_col4 {
            
                background-color:  yellow;
            
            }
        
            #T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow6_col2 {
            
                background-color:  yellow;
            
            }
        
            #T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow8_col1 {
            
                background-color:  yellow;
            
            }
        
            #T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow8_col3 {
            
                background-color:  yellow;
            
            }
        
            #T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow9_col0 {
            
                background-color:  yellow;
            
            }
        
        </style>
<table id="T_bcdf709c_c9fe_11e6_8f44_778134d549ff" none="">
<thead>
<tr>
<th class="blank level0">
</th><th class="col_heading level0 col0" colspan="1"><span class="yiyi-st" id="yiyi-1035">一个</span></th><th class="col_heading level0 col1" colspan="1"><span class="yiyi-st" id="yiyi-1036">B</span></th><th class="col_heading level0 col2" colspan="1"><span class="yiyi-st" id="yiyi-1037">C</span></th><th class="col_heading level0 col3" colspan="1"><span class="yiyi-st" id="yiyi-1038">D</span></th><th class="col_heading level0 col4" colspan="1"><span class="yiyi-st" id="yiyi-1039">E</span></th></tr>
</thead>
<tbody>
<tr>
<th class="row_heading level0 row0" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1040"> 0 </span></th><td class="data row0 col0" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow0_col0"><span class="yiyi-st" id="yiyi-1041"> 1 </span></td><td class="data row0 col1" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow0_col1"><span class="yiyi-st" id="yiyi-1042"> 1.32921 </span></td><td class="data row0 col2" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow0_col2"><span class="yiyi-st" id="yiyi-1043">南</span></td><td class="data row0 col3" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow0_col3"><span class="yiyi-st" id="yiyi-1044">-0.31628</span></td><td class="data row0 col4" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow0_col4"><span class="yiyi-st" id="yiyi-1045">-0.99081</span></td></tr>
<tr>
<th class="row_heading level0 row1" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1046"> 1 </span></th><td class="data row1 col0" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow1_col0"><span class="yiyi-st" id="yiyi-1047"> 2 </span></td><td class="data row1 col1" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow1_col1"><span class="yiyi-st" id="yiyi-1048">-1.07082</span></td><td class="data row1 col2" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow1_col2"><span class="yiyi-st" id="yiyi-1049">-1.43871</span></td><td class="data row1 col3" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow1_col3"><span class="yiyi-st" id="yiyi-1050"> 0.564417 </span></td><td class="data row1 col4" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow1_col4"><span class="yiyi-st" id="yiyi-1051"> 0.295722 </span></td></tr>
<tr>
<th class="row_heading level0 row2" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1052"> 2 </span></th><td class="data row2 col0" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow2_col0"><span class="yiyi-st" id="yiyi-1053"> 3 </span></td><td class="data row2 col1" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow2_col1"><span class="yiyi-st" id="yiyi-1054">-1.6264</span></td><td class="data row2 col2" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow2_col2"><span class="yiyi-st" id="yiyi-1055"> 0.219565 </span></td><td class="data row2 col3" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow2_col3"><span class="yiyi-st" id="yiyi-1056"> 0.678805 </span></td><td class="data row2 col4" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow2_col4"><span class="yiyi-st" id="yiyi-1057"> 1.88927 </span></td></tr>
<tr>
<th class="row_heading level0 row3" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1058"> 3 </span></th><td class="data row3 col0" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow3_col0"><span class="yiyi-st" id="yiyi-1059"> 4 </span></td><td class="data row3 col1" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow3_col1"><span class="yiyi-st" id="yiyi-1060"> 0.961538 </span></td><td class="data row3 col2" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow3_col2"><span class="yiyi-st" id="yiyi-1061"> 0.104011 </span></td><td class="data row3 col3" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow3_col3"><span class="yiyi-st" id="yiyi-1062">-0.481165</span></td><td class="data row3 col4" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow3_col4"><span class="yiyi-st" id="yiyi-1063"> 0.850229 </span></td></tr>
<tr>
<th class="row_heading level0 row4" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1064"> 4 </span></th><td class="data row4 col0" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow4_col0"><span class="yiyi-st" id="yiyi-1065"> 5 </span></td><td class="data row4 col1" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow4_col1"><span class="yiyi-st" id="yiyi-1066"> 1.45342 </span></td><td class="data row4 col2" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow4_col2"><span class="yiyi-st" id="yiyi-1067"> 1.05774 </span></td><td class="data row4 col3" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow4_col3"><span class="yiyi-st" id="yiyi-1068"> 0.165562 </span></td><td class="data row4 col4" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow4_col4"><span class="yiyi-st" id="yiyi-1069"> 0.515018 </span></td></tr>
<tr>
<th class="row_heading level0 row5" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1070"> 5 </span></th><td class="data row5 col0" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow5_col0"><span class="yiyi-st" id="yiyi-1071"> 6 </span></td><td class="data row5 col1" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow5_col1"><span class="yiyi-st" id="yiyi-1072">-1.33694</span></td><td class="data row5 col2" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow5_col2"><span class="yiyi-st" id="yiyi-1073"> 0.562861 </span></td><td class="data row5 col3" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow5_col3"><span class="yiyi-st" id="yiyi-1074"> 1.39285 </span></td><td class="data row5 col4" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow5_col4"><span class="yiyi-st" id="yiyi-1075">-0.063328</span></td></tr>
<tr>
<th class="row_heading level0 row6" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1076"> 6 </span></th><td class="data row6 col0" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow6_col0"><span class="yiyi-st" id="yiyi-1077"> 7 </span></td><td class="data row6 col1" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow6_col1"><span class="yiyi-st" id="yiyi-1078"> 0.121668 </span></td><td class="data row6 col2" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow6_col2"><span class="yiyi-st" id="yiyi-1079"> 1.2076 </span></td><td class="data row6 col3" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow6_col3"><span class="yiyi-st" id="yiyi-1080">-0.00204021</span></td><td class="data row6 col4" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow6_col4"><span class="yiyi-st" id="yiyi-1081"> 1.6278 </span></td></tr>
<tr>
<th class="row_heading level0 row7" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1082"> 7 </span></th><td class="data row7 col0" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow7_col0"><span class="yiyi-st" id="yiyi-1083"> 8 </span></td><td class="data row7 col1" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow7_col1"><span class="yiyi-st" id="yiyi-1084"> 0.354493 </span></td><td class="data row7 col2" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow7_col2"><span class="yiyi-st" id="yiyi-1085"> 1.03753 </span></td><td class="data row7 col3" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow7_col3"><span class="yiyi-st" id="yiyi-1086">-0.385684</span></td><td class="data row7 col4" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow7_col4"><span class="yiyi-st" id="yiyi-1087"> 0.519818 </span></td></tr>
<tr>
<th class="row_heading level0 row8" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1088"> 8 </span></th><td class="data row8 col0" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow8_col0"><span class="yiyi-st" id="yiyi-1089"> 9 </span></td><td class="data row8 col1" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow8_col1"><span class="yiyi-st" id="yiyi-1090"> 1.68658 </span></td><td class="data row8 col2" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow8_col2"><span class="yiyi-st" id="yiyi-1091">-1.32596</span></td><td class="data row8 col3" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow8_col3"><span class="yiyi-st" id="yiyi-1092"> 1.42898 </span></td><td class="data row8 col4" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow8_col4"><span class="yiyi-st" id="yiyi-1093">-2.08935</span></td></tr>
<tr>
<th class="row_heading level0 row9" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1094"> 9 </span></th><td class="data row9 col0" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow9_col0"><span class="yiyi-st" id="yiyi-1095"> 10 </span></td><td class="data row9 col1" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow9_col1"><span class="yiyi-st" id="yiyi-1096">-0.12982</span></td><td class="data row9 col2" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow9_col2"><span class="yiyi-st" id="yiyi-1097"> 0.631523 </span></td><td class="data row9 col3" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow9_col3"><span class="yiyi-st" id="yiyi-1098">-0.586538</span></td><td class="data row9 col4" id="T_bcdf709c_c9fe_11e6_8f44_778134d549ffrow9_col4"><span class="yiyi-st" id="yiyi-1099"> 0.29072 </span></td></tr>
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<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-1100">在[22]：</span></div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">style</span><span class="o">.</span><span class="n">highlight_min</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
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<div class="output_area"><div class="prompt output_prompt"><span class="yiyi-st" id="yiyi-1101">出[22]：</span></div>
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            #T_bce479e8_c9fe_11e6_8f44_778134d549ffrow0_col0 {
            
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            #T_bce479e8_c9fe_11e6_8f44_778134d549ffrow1_col2 {
            
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</th><th class="col_heading level0 col0" colspan="1"><span class="yiyi-st" id="yiyi-1102">一个</span></th><th class="col_heading level0 col1" colspan="1"><span class="yiyi-st" id="yiyi-1103">B</span></th><th class="col_heading level0 col2" colspan="1"><span class="yiyi-st" id="yiyi-1104">C</span></th><th class="col_heading level0 col3" colspan="1"><span class="yiyi-st" id="yiyi-1105">D</span></th><th class="col_heading level0 col4" colspan="1"><span class="yiyi-st" id="yiyi-1106">E</span></th></tr>
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<th class="row_heading level0 row0" id="T_bce479e8_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1107"> 0 </span></th><td class="data row0 col0" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow0_col0"><span class="yiyi-st" id="yiyi-1108"> 1 </span></td><td class="data row0 col1" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow0_col1"><span class="yiyi-st" id="yiyi-1109"> 1.32921 </span></td><td class="data row0 col2" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow0_col2"><span class="yiyi-st" id="yiyi-1110">南</span></td><td class="data row0 col3" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow0_col3"><span class="yiyi-st" id="yiyi-1111">-0.31628</span></td><td class="data row0 col4" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow0_col4"><span class="yiyi-st" id="yiyi-1112">-0.99081</span></td></tr>
<tr>
<th class="row_heading level0 row1" id="T_bce479e8_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1113"> 1 </span></th><td class="data row1 col0" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow1_col0"><span class="yiyi-st" id="yiyi-1114"> 2 </span></td><td class="data row1 col1" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow1_col1"><span class="yiyi-st" id="yiyi-1115">-1.07082</span></td><td class="data row1 col2" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow1_col2"><span class="yiyi-st" id="yiyi-1116">-1.43871</span></td><td class="data row1 col3" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow1_col3"><span class="yiyi-st" id="yiyi-1117"> 0.564417 </span></td><td class="data row1 col4" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow1_col4"><span class="yiyi-st" id="yiyi-1118"> 0.295722 </span></td></tr>
<tr>
<th class="row_heading level0 row2" id="T_bce479e8_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1119"> 2 </span></th><td class="data row2 col0" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow2_col0"><span class="yiyi-st" id="yiyi-1120"> 3 </span></td><td class="data row2 col1" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow2_col1"><span class="yiyi-st" id="yiyi-1121">-1.6264</span></td><td class="data row2 col2" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow2_col2"><span class="yiyi-st" id="yiyi-1122"> 0.219565 </span></td><td class="data row2 col3" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow2_col3"><span class="yiyi-st" id="yiyi-1123"> 0.678805 </span></td><td class="data row2 col4" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow2_col4"><span class="yiyi-st" id="yiyi-1124"> 1.88927 </span></td></tr>
<tr>
<th class="row_heading level0 row3" id="T_bce479e8_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1125"> 3 </span></th><td class="data row3 col0" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow3_col0"><span class="yiyi-st" id="yiyi-1126"> 4 </span></td><td class="data row3 col1" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow3_col1"><span class="yiyi-st" id="yiyi-1127"> 0.961538 </span></td><td class="data row3 col2" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow3_col2"><span class="yiyi-st" id="yiyi-1128"> 0.104011 </span></td><td class="data row3 col3" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow3_col3"><span class="yiyi-st" id="yiyi-1129">-0.481165</span></td><td class="data row3 col4" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow3_col4"><span class="yiyi-st" id="yiyi-1130"> 0.850229 </span></td></tr>
<tr>
<th class="row_heading level0 row4" id="T_bce479e8_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1131"> 4 </span></th><td class="data row4 col0" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow4_col0"><span class="yiyi-st" id="yiyi-1132"> 5 </span></td><td class="data row4 col1" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow4_col1"><span class="yiyi-st" id="yiyi-1133"> 1.45342 </span></td><td class="data row4 col2" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow4_col2"><span class="yiyi-st" id="yiyi-1134"> 1.05774 </span></td><td class="data row4 col3" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow4_col3"><span class="yiyi-st" id="yiyi-1135"> 0.165562 </span></td><td class="data row4 col4" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow4_col4"><span class="yiyi-st" id="yiyi-1136"> 0.515018 </span></td></tr>
<tr>
<th class="row_heading level0 row5" id="T_bce479e8_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1137"> 5 </span></th><td class="data row5 col0" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow5_col0"><span class="yiyi-st" id="yiyi-1138"> 6 </span></td><td class="data row5 col1" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow5_col1"><span class="yiyi-st" id="yiyi-1139">-1.33694</span></td><td class="data row5 col2" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow5_col2"><span class="yiyi-st" id="yiyi-1140"> 0.562861 </span></td><td class="data row5 col3" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow5_col3"><span class="yiyi-st" id="yiyi-1141"> 1.39285 </span></td><td class="data row5 col4" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow5_col4"><span class="yiyi-st" id="yiyi-1142">-0.063328</span></td></tr>
<tr>
<th class="row_heading level0 row6" id="T_bce479e8_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1143"> 6 </span></th><td class="data row6 col0" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow6_col0"><span class="yiyi-st" id="yiyi-1144"> 7 </span></td><td class="data row6 col1" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow6_col1"><span class="yiyi-st" id="yiyi-1145"> 0.121668 </span></td><td class="data row6 col2" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow6_col2"><span class="yiyi-st" id="yiyi-1146"> 1.2076 </span></td><td class="data row6 col3" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow6_col3"><span class="yiyi-st" id="yiyi-1147">-0.00204021</span></td><td class="data row6 col4" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow6_col4"><span class="yiyi-st" id="yiyi-1148"> 1.6278 </span></td></tr>
<tr>
<th class="row_heading level0 row7" id="T_bce479e8_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1149"> 7 </span></th><td class="data row7 col0" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow7_col0"><span class="yiyi-st" id="yiyi-1150"> 8 </span></td><td class="data row7 col1" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow7_col1"><span class="yiyi-st" id="yiyi-1151"> 0.354493 </span></td><td class="data row7 col2" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow7_col2"><span class="yiyi-st" id="yiyi-1152"> 1.03753 </span></td><td class="data row7 col3" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow7_col3"><span class="yiyi-st" id="yiyi-1153">-0.385684</span></td><td class="data row7 col4" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow7_col4"><span class="yiyi-st" id="yiyi-1154"> 0.519818 </span></td></tr>
<tr>
<th class="row_heading level0 row8" id="T_bce479e8_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1155"> 8 </span></th><td class="data row8 col0" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow8_col0"><span class="yiyi-st" id="yiyi-1156"> 9 </span></td><td class="data row8 col1" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow8_col1"><span class="yiyi-st" id="yiyi-1157"> 1.68658 </span></td><td class="data row8 col2" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow8_col2"><span class="yiyi-st" id="yiyi-1158">-1.32596</span></td><td class="data row8 col3" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow8_col3"><span class="yiyi-st" id="yiyi-1159"> 1.42898 </span></td><td class="data row8 col4" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow8_col4"><span class="yiyi-st" id="yiyi-1160">-2.08935</span></td></tr>
<tr>
<th class="row_heading level0 row9" id="T_bce479e8_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1161"> 9 </span></th><td class="data row9 col0" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow9_col0"><span class="yiyi-st" id="yiyi-1162"> 10 </span></td><td class="data row9 col1" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow9_col1"><span class="yiyi-st" id="yiyi-1163">-0.12982</span></td><td class="data row9 col2" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow9_col2"><span class="yiyi-st" id="yiyi-1164"> 0.631523 </span></td><td class="data row9 col3" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow9_col3"><span class="yiyi-st" id="yiyi-1165">-0.586538</span></td><td class="data row9 col4" id="T_bce479e8_c9fe_11e6_8f44_778134d549ffrow9_col4"><span class="yiyi-st" id="yiyi-1166"> 0.29072 </span></td></tr>
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<p><span class="yiyi-st" id="yiyi-1167">当样式实际上不依赖于值时，请使用<code>Styler.set_properties</code>。</span></p>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-1168">在[23]：</span></div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">style</span><span class="o">.</span><span class="n">set_properties</span><span class="p">(</span><span class="o">**</span><span class="p">{</span><span class="s1">&apos;background-color&apos;</span><span class="p">:</span> <span class="s1">&apos;black&apos;</span><span class="p">,</span>
                           <span class="s1">&apos;color&apos;</span><span class="p">:</span> <span class="s1">&apos;lawngreen&apos;</span><span class="p">,</span>
                           <span class="s1">&apos;border-color&apos;</span><span class="p">:</span> <span class="s1">&apos;white&apos;</span><span class="p">})</span>
</pre></div>
</div>
</div>
</div>
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt output_prompt"><span class="yiyi-st" id="yiyi-1169">出[23]：</span></div>
<div class="output_html rendered_html output_subarea output_execute_result">
<style type="text/css">
        
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow0_col0 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow0_col1 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow0_col2 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow0_col3 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow0_col4 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow1_col0 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow1_col1 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow1_col2 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow1_col3 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow1_col4 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow2_col0 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow2_col1 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow2_col2 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow2_col3 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow2_col4 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow3_col0 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow3_col1 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow3_col2 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow3_col3 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow3_col4 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow4_col0 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow4_col1 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow4_col2 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow4_col3 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow4_col4 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow5_col0 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow5_col1 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow5_col2 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow5_col3 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow5_col4 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow6_col0 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow6_col1 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow6_col2 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow6_col3 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow6_col4 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow7_col0 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow7_col1 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow7_col2 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow7_col3 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow7_col4 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow8_col0 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow8_col1 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow8_col2 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow8_col3 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow8_col4 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow9_col0 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow9_col1 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow9_col2 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow9_col3 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
            #T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow9_col4 {
            
                color:  lawngreen;
            
                border-color:  white;
            
                background-color:  black;
            
            }
        
        </style>
<table id="T_bce93ac8_c9fe_11e6_8f44_778134d549ff" none="">
<thead>
<tr>
<th class="blank level0">
</th><th class="col_heading level0 col0" colspan="1"><span class="yiyi-st" id="yiyi-1170">一个</span></th><th class="col_heading level0 col1" colspan="1"><span class="yiyi-st" id="yiyi-1171">B</span></th><th class="col_heading level0 col2" colspan="1"><span class="yiyi-st" id="yiyi-1172">C</span></th><th class="col_heading level0 col3" colspan="1"><span class="yiyi-st" id="yiyi-1173">D</span></th><th class="col_heading level0 col4" colspan="1"><span class="yiyi-st" id="yiyi-1174">E</span></th></tr>
</thead>
<tbody>
<tr>
<th class="row_heading level0 row0" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1175"> 0 </span></th><td class="data row0 col0" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow0_col0"><span class="yiyi-st" id="yiyi-1176"> 1 </span></td><td class="data row0 col1" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow0_col1"><span class="yiyi-st" id="yiyi-1177"> 1.32921 </span></td><td class="data row0 col2" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow0_col2"><span class="yiyi-st" id="yiyi-1178">南</span></td><td class="data row0 col3" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow0_col3"><span class="yiyi-st" id="yiyi-1179">-0.31628</span></td><td class="data row0 col4" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow0_col4"><span class="yiyi-st" id="yiyi-1180">-0.99081</span></td></tr>
<tr>
<th class="row_heading level0 row1" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1181"> 1 </span></th><td class="data row1 col0" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow1_col0"><span class="yiyi-st" id="yiyi-1182"> 2 </span></td><td class="data row1 col1" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow1_col1"><span class="yiyi-st" id="yiyi-1183">-1.07082</span></td><td class="data row1 col2" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow1_col2"><span class="yiyi-st" id="yiyi-1184">-1.43871</span></td><td class="data row1 col3" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow1_col3"><span class="yiyi-st" id="yiyi-1185"> 0.564417 </span></td><td class="data row1 col4" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow1_col4"><span class="yiyi-st" id="yiyi-1186"> 0.295722 </span></td></tr>
<tr>
<th class="row_heading level0 row2" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1187"> 2 </span></th><td class="data row2 col0" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow2_col0"><span class="yiyi-st" id="yiyi-1188"> 3 </span></td><td class="data row2 col1" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow2_col1"><span class="yiyi-st" id="yiyi-1189">-1.6264</span></td><td class="data row2 col2" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow2_col2"><span class="yiyi-st" id="yiyi-1190"> 0.219565 </span></td><td class="data row2 col3" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow2_col3"><span class="yiyi-st" id="yiyi-1191"> 0.678805 </span></td><td class="data row2 col4" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow2_col4"><span class="yiyi-st" id="yiyi-1192"> 1.88927 </span></td></tr>
<tr>
<th class="row_heading level0 row3" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1193"> 3 </span></th><td class="data row3 col0" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow3_col0"><span class="yiyi-st" id="yiyi-1194"> 4 </span></td><td class="data row3 col1" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow3_col1"><span class="yiyi-st" id="yiyi-1195"> 0.961538 </span></td><td class="data row3 col2" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow3_col2"><span class="yiyi-st" id="yiyi-1196"> 0.104011 </span></td><td class="data row3 col3" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow3_col3"><span class="yiyi-st" id="yiyi-1197">-0.481165</span></td><td class="data row3 col4" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow3_col4"><span class="yiyi-st" id="yiyi-1198"> 0.850229 </span></td></tr>
<tr>
<th class="row_heading level0 row4" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1199"> 4 </span></th><td class="data row4 col0" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow4_col0"><span class="yiyi-st" id="yiyi-1200"> 5 </span></td><td class="data row4 col1" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow4_col1"><span class="yiyi-st" id="yiyi-1201"> 1.45342 </span></td><td class="data row4 col2" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow4_col2"><span class="yiyi-st" id="yiyi-1202"> 1.05774 </span></td><td class="data row4 col3" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow4_col3"><span class="yiyi-st" id="yiyi-1203"> 0.165562 </span></td><td class="data row4 col4" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow4_col4"><span class="yiyi-st" id="yiyi-1204"> 0.515018 </span></td></tr>
<tr>
<th class="row_heading level0 row5" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1205"> 5 </span></th><td class="data row5 col0" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow5_col0"><span class="yiyi-st" id="yiyi-1206"> 6 </span></td><td class="data row5 col1" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow5_col1"><span class="yiyi-st" id="yiyi-1207">-1.33694</span></td><td class="data row5 col2" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow5_col2"><span class="yiyi-st" id="yiyi-1208"> 0.562861 </span></td><td class="data row5 col3" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow5_col3"><span class="yiyi-st" id="yiyi-1209"> 1.39285 </span></td><td class="data row5 col4" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow5_col4"><span class="yiyi-st" id="yiyi-1210">-0.063328</span></td></tr>
<tr>
<th class="row_heading level0 row6" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1211"> 6 </span></th><td class="data row6 col0" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow6_col0"><span class="yiyi-st" id="yiyi-1212"> 7 </span></td><td class="data row6 col1" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow6_col1"><span class="yiyi-st" id="yiyi-1213"> 0.121668 </span></td><td class="data row6 col2" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow6_col2"><span class="yiyi-st" id="yiyi-1214"> 1.2076 </span></td><td class="data row6 col3" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow6_col3"><span class="yiyi-st" id="yiyi-1215">-0.00204021</span></td><td class="data row6 col4" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow6_col4"><span class="yiyi-st" id="yiyi-1216"> 1.6278 </span></td></tr>
<tr>
<th class="row_heading level0 row7" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1217"> 7 </span></th><td class="data row7 col0" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow7_col0"><span class="yiyi-st" id="yiyi-1218"> 8 </span></td><td class="data row7 col1" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow7_col1"><span class="yiyi-st" id="yiyi-1219"> 0.354493 </span></td><td class="data row7 col2" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow7_col2"><span class="yiyi-st" id="yiyi-1220"> 1.03753 </span></td><td class="data row7 col3" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow7_col3"><span class="yiyi-st" id="yiyi-1221">-0.385684</span></td><td class="data row7 col4" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow7_col4"><span class="yiyi-st" id="yiyi-1222"> 0.519818 </span></td></tr>
<tr>
<th class="row_heading level0 row8" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1223"> 8 </span></th><td class="data row8 col0" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow8_col0"><span class="yiyi-st" id="yiyi-1224"> 9 </span></td><td class="data row8 col1" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow8_col1"><span class="yiyi-st" id="yiyi-1225"> 1.68658 </span></td><td class="data row8 col2" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow8_col2"><span class="yiyi-st" id="yiyi-1226">-1.32596</span></td><td class="data row8 col3" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow8_col3"><span class="yiyi-st" id="yiyi-1227"> 1.42898 </span></td><td class="data row8 col4" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow8_col4"><span class="yiyi-st" id="yiyi-1228">-2.08935</span></td></tr>
<tr>
<th class="row_heading level0 row9" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1229"> 9 </span></th><td class="data row9 col0" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow9_col0"><span class="yiyi-st" id="yiyi-1230"> 10 </span></td><td class="data row9 col1" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow9_col1"><span class="yiyi-st" id="yiyi-1231">-0.12982</span></td><td class="data row9 col2" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow9_col2"><span class="yiyi-st" id="yiyi-1232"> 0.631523 </span></td><td class="data row9 col3" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow9_col3"><span class="yiyi-st" id="yiyi-1233">-0.586538</span></td><td class="data row9 col4" id="T_bce93ac8_c9fe_11e6_8f44_778134d549ffrow9_col4"><span class="yiyi-st" id="yiyi-1234"> 0.29072 </span></td></tr>
</tbody>
</table>
</div>
</div>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="Sharing-Styles"><span class="yiyi-st" id="yiyi-1235">Sharing Styles<a class="anchor-link" href="#Sharing-Styles">&#xB6;</a></span></h2>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p><span class="yiyi-st" id="yiyi-1236">假设你有一个可爱的样式为DataFrame构建，现在你想要应用相同的样式到第二个DataFrame。</span><span class="yiyi-st" id="yiyi-1237">使用<code>df1.style.export</code>导出样式，并使用<code>df1.style.set</code>在第二个DataFrame上导入样式</span></p>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-1238">在[24]：</span></div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df2</span> <span class="o">=</span> <span class="o">-</span><span class="n">df</span>
<span class="n">style1</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">style</span><span class="o">.</span><span class="n">applymap</span><span class="p">(</span><span class="n">color_negative_red</span><span class="p">)</span>
<span class="n">style1</span>
</pre></div>
</div>
</div>
</div>
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt output_prompt"><span class="yiyi-st" id="yiyi-1239">出[24]：</span></div>
<div class="output_html rendered_html output_subarea output_execute_result">
<style type="text/css">
        
        
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                color:  black;
            
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                color:  black;
            
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                color:  red;
            
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                color:  red;
            
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                color:  black;
            
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                color:  red;
            
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                color:  red;
            
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                color:  black;
            
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                color:  black;
            
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                color:  red;
            
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                color:  black;
            
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                color:  black;
            
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                color:  black;
            
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                color:  black;
            
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                color:  black;
            
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                color:  black;
            
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                color:  red;
            
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                color:  black;
            
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                color:  black;
            
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                color:  black;
            
            }
        
            #T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow4_col2 {
            
                color:  black;
            
            }
        
            #T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow4_col3 {
            
                color:  black;
            
            }
        
            #T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow4_col4 {
            
                color:  black;
            
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                color:  black;
            
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            #T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow5_col1 {
            
                color:  red;
            
            }
        
            #T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow5_col2 {
            
                color:  black;
            
            }
        
            #T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow5_col3 {
            
                color:  black;
            
            }
        
            #T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow5_col4 {
            
                color:  red;
            
            }
        
            #T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow6_col0 {
            
                color:  black;
            
            }
        
            #T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow6_col1 {
            
                color:  black;
            
            }
        
            #T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow6_col2 {
            
                color:  black;
            
            }
        
            #T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow6_col3 {
            
                color:  red;
            
            }
        
            #T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow6_col4 {
            
                color:  black;
            
            }
        
            #T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow7_col0 {
            
                color:  black;
            
            }
        
            #T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow7_col1 {
            
                color:  black;
            
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            #T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow7_col2 {
            
                color:  black;
            
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            #T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow7_col3 {
            
                color:  red;
            
            }
        
            #T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow7_col4 {
            
                color:  black;
            
            }
        
            #T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow8_col0 {
            
                color:  black;
            
            }
        
            #T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow8_col1 {
            
                color:  black;
            
            }
        
            #T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow8_col2 {
            
                color:  red;
            
            }
        
            #T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow8_col3 {
            
                color:  black;
            
            }
        
            #T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow8_col4 {
            
                color:  red;
            
            }
        
            #T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow9_col0 {
            
                color:  black;
            
            }
        
            #T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow9_col1 {
            
                color:  red;
            
            }
        
            #T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow9_col2 {
            
                color:  black;
            
            }
        
            #T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow9_col3 {
            
                color:  red;
            
            }
        
            #T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow9_col4 {
            
                color:  black;
            
            }
        
        </style>
<table id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ff" none="">
<thead>
<tr>
<th class="blank level0">
</th><th class="col_heading level0 col0" colspan="1"><span class="yiyi-st" id="yiyi-1240">一个</span></th><th class="col_heading level0 col1" colspan="1"><span class="yiyi-st" id="yiyi-1241">B</span></th><th class="col_heading level0 col2" colspan="1"><span class="yiyi-st" id="yiyi-1242">C</span></th><th class="col_heading level0 col3" colspan="1"><span class="yiyi-st" id="yiyi-1243">D</span></th><th class="col_heading level0 col4" colspan="1"><span class="yiyi-st" id="yiyi-1244">E</span></th></tr>
</thead>
<tbody>
<tr>
<th class="row_heading level0 row0" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1245"> 0 </span></th><td class="data row0 col0" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow0_col0"><span class="yiyi-st" id="yiyi-1246"> 1 </span></td><td class="data row0 col1" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow0_col1"><span class="yiyi-st" id="yiyi-1247"> 1.32921 </span></td><td class="data row0 col2" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow0_col2"><span class="yiyi-st" id="yiyi-1248">南</span></td><td class="data row0 col3" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow0_col3"><span class="yiyi-st" id="yiyi-1249">-0.31628</span></td><td class="data row0 col4" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow0_col4"><span class="yiyi-st" id="yiyi-1250">-0.99081</span></td></tr>
<tr>
<th class="row_heading level0 row1" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1251"> 1 </span></th><td class="data row1 col0" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow1_col0"><span class="yiyi-st" id="yiyi-1252"> 2 </span></td><td class="data row1 col1" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow1_col1"><span class="yiyi-st" id="yiyi-1253">-1.07082</span></td><td class="data row1 col2" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow1_col2"><span class="yiyi-st" id="yiyi-1254">-1.43871</span></td><td class="data row1 col3" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow1_col3"><span class="yiyi-st" id="yiyi-1255"> 0.564417 </span></td><td class="data row1 col4" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow1_col4"><span class="yiyi-st" id="yiyi-1256"> 0.295722 </span></td></tr>
<tr>
<th class="row_heading level0 row2" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1257"> 2 </span></th><td class="data row2 col0" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow2_col0"><span class="yiyi-st" id="yiyi-1258"> 3 </span></td><td class="data row2 col1" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow2_col1"><span class="yiyi-st" id="yiyi-1259">-1.6264</span></td><td class="data row2 col2" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow2_col2"><span class="yiyi-st" id="yiyi-1260"> 0.219565 </span></td><td class="data row2 col3" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow2_col3"><span class="yiyi-st" id="yiyi-1261"> 0.678805 </span></td><td class="data row2 col4" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow2_col4"><span class="yiyi-st" id="yiyi-1262"> 1.88927 </span></td></tr>
<tr>
<th class="row_heading level0 row3" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1263"> 3 </span></th><td class="data row3 col0" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow3_col0"><span class="yiyi-st" id="yiyi-1264"> 4 </span></td><td class="data row3 col1" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow3_col1"><span class="yiyi-st" id="yiyi-1265"> 0.961538 </span></td><td class="data row3 col2" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow3_col2"><span class="yiyi-st" id="yiyi-1266"> 0.104011 </span></td><td class="data row3 col3" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow3_col3"><span class="yiyi-st" id="yiyi-1267">-0.481165</span></td><td class="data row3 col4" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow3_col4"><span class="yiyi-st" id="yiyi-1268"> 0.850229 </span></td></tr>
<tr>
<th class="row_heading level0 row4" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1269"> 4 </span></th><td class="data row4 col0" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow4_col0"><span class="yiyi-st" id="yiyi-1270"> 5 </span></td><td class="data row4 col1" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow4_col1"><span class="yiyi-st" id="yiyi-1271"> 1.45342 </span></td><td class="data row4 col2" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow4_col2"><span class="yiyi-st" id="yiyi-1272"> 1.05774 </span></td><td class="data row4 col3" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow4_col3"><span class="yiyi-st" id="yiyi-1273"> 0.165562 </span></td><td class="data row4 col4" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow4_col4"><span class="yiyi-st" id="yiyi-1274"> 0.515018 </span></td></tr>
<tr>
<th class="row_heading level0 row5" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1275"> 5 </span></th><td class="data row5 col0" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow5_col0"><span class="yiyi-st" id="yiyi-1276"> 6 </span></td><td class="data row5 col1" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow5_col1"><span class="yiyi-st" id="yiyi-1277">-1.33694</span></td><td class="data row5 col2" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow5_col2"><span class="yiyi-st" id="yiyi-1278"> 0.562861 </span></td><td class="data row5 col3" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow5_col3"><span class="yiyi-st" id="yiyi-1279"> 1.39285 </span></td><td class="data row5 col4" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow5_col4"><span class="yiyi-st" id="yiyi-1280">-0.063328</span></td></tr>
<tr>
<th class="row_heading level0 row6" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1281"> 6 </span></th><td class="data row6 col0" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow6_col0"><span class="yiyi-st" id="yiyi-1282"> 7 </span></td><td class="data row6 col1" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow6_col1"><span class="yiyi-st" id="yiyi-1283"> 0.121668 </span></td><td class="data row6 col2" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow6_col2"><span class="yiyi-st" id="yiyi-1284"> 1.2076 </span></td><td class="data row6 col3" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow6_col3"><span class="yiyi-st" id="yiyi-1285">-0.00204021</span></td><td class="data row6 col4" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow6_col4"><span class="yiyi-st" id="yiyi-1286"> 1.6278 </span></td></tr>
<tr>
<th class="row_heading level0 row7" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1287"> 7 </span></th><td class="data row7 col0" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow7_col0"><span class="yiyi-st" id="yiyi-1288"> 8 </span></td><td class="data row7 col1" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow7_col1"><span class="yiyi-st" id="yiyi-1289"> 0.354493 </span></td><td class="data row7 col2" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow7_col2"><span class="yiyi-st" id="yiyi-1290"> 1.03753 </span></td><td class="data row7 col3" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow7_col3"><span class="yiyi-st" id="yiyi-1291">-0.385684</span></td><td class="data row7 col4" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow7_col4"><span class="yiyi-st" id="yiyi-1292"> 0.519818 </span></td></tr>
<tr>
<th class="row_heading level0 row8" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1293"> 8 </span></th><td class="data row8 col0" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow8_col0"><span class="yiyi-st" id="yiyi-1294"> 9 </span></td><td class="data row8 col1" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow8_col1"><span class="yiyi-st" id="yiyi-1295"> 1.68658 </span></td><td class="data row8 col2" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow8_col2"><span class="yiyi-st" id="yiyi-1296">-1.32596</span></td><td class="data row8 col3" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow8_col3"><span class="yiyi-st" id="yiyi-1297"> 1.42898 </span></td><td class="data row8 col4" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow8_col4"><span class="yiyi-st" id="yiyi-1298">-2.08935</span></td></tr>
<tr>
<th class="row_heading level0 row9" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1299"> 9 </span></th><td class="data row9 col0" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow9_col0"><span class="yiyi-st" id="yiyi-1300"> 10 </span></td><td class="data row9 col1" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow9_col1"><span class="yiyi-st" id="yiyi-1301">-0.12982</span></td><td class="data row9 col2" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow9_col2"><span class="yiyi-st" id="yiyi-1302"> 0.631523 </span></td><td class="data row9 col3" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow9_col3"><span class="yiyi-st" id="yiyi-1303">-0.586538</span></td><td class="data row9 col4" id="T_bcee8e9c_c9fe_11e6_8f44_778134d549ffrow9_col4"><span class="yiyi-st" id="yiyi-1304"> 0.29072 </span></td></tr>
</tbody>
</table>
</div>
</div>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-1305">在[25]：</span></div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">style2</span> <span class="o">=</span> <span class="n">df2</span><span class="o">.</span><span class="n">style</span>
<span class="n">style2</span><span class="o">.</span><span class="n">use</span><span class="p">(</span><span class="n">style1</span><span class="o">.</span><span class="n">export</span><span class="p">())</span>
<span class="n">style2</span>
</pre></div>
</div>
</div>
</div>
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt output_prompt"><span class="yiyi-st" id="yiyi-1306">出[25]：</span></div>
<div class="output_html rendered_html output_subarea output_execute_result">
<style type="text/css">
        
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow0_col0 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow0_col1 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow0_col2 {
            
                color:  black;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow0_col3 {
            
                color:  black;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow0_col4 {
            
                color:  black;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow1_col0 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow1_col1 {
            
                color:  black;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow1_col2 {
            
                color:  black;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow1_col3 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow1_col4 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow2_col0 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow2_col1 {
            
                color:  black;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow2_col2 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow2_col3 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow2_col4 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow3_col0 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow3_col1 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow3_col2 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow3_col3 {
            
                color:  black;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow3_col4 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow4_col0 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow4_col1 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow4_col2 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow4_col3 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow4_col4 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow5_col0 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow5_col1 {
            
                color:  black;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow5_col2 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow5_col3 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow5_col4 {
            
                color:  black;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow6_col0 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow6_col1 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow6_col2 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow6_col3 {
            
                color:  black;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow6_col4 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow7_col0 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow7_col1 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow7_col2 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow7_col3 {
            
                color:  black;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow7_col4 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow8_col0 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow8_col1 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow8_col2 {
            
                color:  black;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow8_col3 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow8_col4 {
            
                color:  black;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow9_col0 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow9_col1 {
            
                color:  black;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow9_col2 {
            
                color:  red;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow9_col3 {
            
                color:  black;
            
            }
        
            #T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow9_col4 {
            
                color:  red;
            
            }
        
        </style>
<table id="T_bcf327fe_c9fe_11e6_8f44_778134d549ff" none="">
<thead>
<tr>
<th class="blank level0">
</th><th class="col_heading level0 col0" colspan="1"><span class="yiyi-st" id="yiyi-1307">一个</span></th><th class="col_heading level0 col1" colspan="1"><span class="yiyi-st" id="yiyi-1308">B</span></th><th class="col_heading level0 col2" colspan="1"><span class="yiyi-st" id="yiyi-1309">C</span></th><th class="col_heading level0 col3" colspan="1"><span class="yiyi-st" id="yiyi-1310">D</span></th><th class="col_heading level0 col4" colspan="1"><span class="yiyi-st" id="yiyi-1311">E</span></th></tr>
</thead>
<tbody>
<tr>
<th class="row_heading level0 row0" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1312"> 0 </span></th><td class="data row0 col0" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow0_col0"><span class="yiyi-st" id="yiyi-1313">-1</span></td><td class="data row0 col1" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow0_col1"><span class="yiyi-st" id="yiyi-1314">-1.32921</span></td><td class="data row0 col2" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow0_col2"><span class="yiyi-st" id="yiyi-1315">南</span></td><td class="data row0 col3" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow0_col3"><span class="yiyi-st" id="yiyi-1316"> 0.31628 </span></td><td class="data row0 col4" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow0_col4"><span class="yiyi-st" id="yiyi-1317"> 0.99081 </span></td></tr>
<tr>
<th class="row_heading level0 row1" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1318"> 1 </span></th><td class="data row1 col0" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow1_col0"><span class="yiyi-st" id="yiyi-1319">-2</span></td><td class="data row1 col1" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow1_col1"><span class="yiyi-st" id="yiyi-1320"> 1.07082 </span></td><td class="data row1 col2" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow1_col2"><span class="yiyi-st" id="yiyi-1321"> 1.43871 </span></td><td class="data row1 col3" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow1_col3"><span class="yiyi-st" id="yiyi-1322">-0.564417</span></td><td class="data row1 col4" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow1_col4"><span class="yiyi-st" id="yiyi-1323">-0.295722</span></td></tr>
<tr>
<th class="row_heading level0 row2" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1324"> 2 </span></th><td class="data row2 col0" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow2_col0"><span class="yiyi-st" id="yiyi-1325">-3</span></td><td class="data row2 col1" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow2_col1"><span class="yiyi-st" id="yiyi-1326"> 1.6264 </span></td><td class="data row2 col2" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow2_col2"><span class="yiyi-st" id="yiyi-1327">-0.219565</span></td><td class="data row2 col3" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow2_col3"><span class="yiyi-st" id="yiyi-1328">-0.678805</span></td><td class="data row2 col4" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow2_col4"><span class="yiyi-st" id="yiyi-1329">-1.88927</span></td></tr>
<tr>
<th class="row_heading level0 row3" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1330"> 3 </span></th><td class="data row3 col0" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow3_col0"><span class="yiyi-st" id="yiyi-1331">-4</span></td><td class="data row3 col1" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow3_col1"><span class="yiyi-st" id="yiyi-1332">-0.961538</span></td><td class="data row3 col2" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow3_col2"><span class="yiyi-st" id="yiyi-1333">-0.104011</span></td><td class="data row3 col3" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow3_col3"><span class="yiyi-st" id="yiyi-1334"> 0.481165 </span></td><td class="data row3 col4" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow3_col4"><span class="yiyi-st" id="yiyi-1335">-0.850229</span></td></tr>
<tr>
<th class="row_heading level0 row4" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1336"> 4 </span></th><td class="data row4 col0" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow4_col0"><span class="yiyi-st" id="yiyi-1337">-5</span></td><td class="data row4 col1" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow4_col1"><span class="yiyi-st" id="yiyi-1338">-1.45342</span></td><td class="data row4 col2" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow4_col2"><span class="yiyi-st" id="yiyi-1339">-1.05774</span></td><td class="data row4 col3" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow4_col3"><span class="yiyi-st" id="yiyi-1340">-0.165562</span></td><td class="data row4 col4" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow4_col4"><span class="yiyi-st" id="yiyi-1341">-0.515018</span></td></tr>
<tr>
<th class="row_heading level0 row5" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1342"> 5 </span></th><td class="data row5 col0" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow5_col0"><span class="yiyi-st" id="yiyi-1343">-6</span></td><td class="data row5 col1" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow5_col1"><span class="yiyi-st" id="yiyi-1344"> 1.33694 </span></td><td class="data row5 col2" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow5_col2"><span class="yiyi-st" id="yiyi-1345">-0.562861</span></td><td class="data row5 col3" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow5_col3"><span class="yiyi-st" id="yiyi-1346">-1.39285</span></td><td class="data row5 col4" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow5_col4"><span class="yiyi-st" id="yiyi-1347"> 0.063328 </span></td></tr>
<tr>
<th class="row_heading level0 row6" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1348"> 6 </span></th><td class="data row6 col0" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow6_col0"><span class="yiyi-st" id="yiyi-1349">-7</span></td><td class="data row6 col1" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow6_col1"><span class="yiyi-st" id="yiyi-1350">-0.121668</span></td><td class="data row6 col2" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow6_col2"><span class="yiyi-st" id="yiyi-1351">-1.2076</span></td><td class="data row6 col3" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow6_col3"><span class="yiyi-st" id="yiyi-1352"> 0.00204021 </span></td><td class="data row6 col4" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow6_col4"><span class="yiyi-st" id="yiyi-1353">-1.6278</span></td></tr>
<tr>
<th class="row_heading level0 row7" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1354"> 7 </span></th><td class="data row7 col0" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow7_col0"><span class="yiyi-st" id="yiyi-1355">-8</span></td><td class="data row7 col1" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow7_col1"><span class="yiyi-st" id="yiyi-1356">-0.354493</span></td><td class="data row7 col2" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow7_col2"><span class="yiyi-st" id="yiyi-1357">-1.03753</span></td><td class="data row7 col3" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow7_col3"><span class="yiyi-st" id="yiyi-1358"> 0.385684 </span></td><td class="data row7 col4" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow7_col4"><span class="yiyi-st" id="yiyi-1359">-0.519818</span></td></tr>
<tr>
<th class="row_heading level0 row8" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1360"> 8 </span></th><td class="data row8 col0" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow8_col0"><span class="yiyi-st" id="yiyi-1361">-9</span></td><td class="data row8 col1" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow8_col1"><span class="yiyi-st" id="yiyi-1362">-1.68658</span></td><td class="data row8 col2" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow8_col2"><span class="yiyi-st" id="yiyi-1363"> 1.32596 </span></td><td class="data row8 col3" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow8_col3"><span class="yiyi-st" id="yiyi-1364">-1.42898</span></td><td class="data row8 col4" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow8_col4"><span class="yiyi-st" id="yiyi-1365"> 2.08935 </span></td></tr>
<tr>
<th class="row_heading level0 row9" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1366"> 9 </span></th><td class="data row9 col0" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow9_col0"><span class="yiyi-st" id="yiyi-1367">-10</span></td><td class="data row9 col1" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow9_col1"><span class="yiyi-st" id="yiyi-1368"> 0.12982 </span></td><td class="data row9 col2" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow9_col2"><span class="yiyi-st" id="yiyi-1369">-0.631523</span></td><td class="data row9 col3" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow9_col3"><span class="yiyi-st" id="yiyi-1370"> 0.586538 </span></td><td class="data row9 col4" id="T_bcf327fe_c9fe_11e6_8f44_778134d549ffrow9_col4"><span class="yiyi-st" id="yiyi-1371">-0.29072</span></td></tr>
</tbody>
</table>
</div>
</div>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p><span class="yiyi-st" id="yiyi-1372">请注意，您可以共享样式，即使它们是数据感知。</span><span class="yiyi-st" id="yiyi-1373">在他们<code>使用</code>的新DataFrame上重新评估样式。</span></p>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="Other-options"><span class="yiyi-st" id="yiyi-1374">Other options<a class="anchor-link" href="#Other-options">&#xB6;</a></span></h2><p><span class="yiyi-st" id="yiyi-1375">你已经看到了几种数据驱动的样式方法。</span><span class="yiyi-st" id="yiyi-1376"><code>Styler</code>还为不依赖于数据的样式提供了一些其他选项。</span></p>
<ul>
<li><span class="yiyi-st" id="yiyi-1377">精确</span></li>
<li><span class="yiyi-st" id="yiyi-1378">字幕</span></li>
<li><span class="yiyi-st" id="yiyi-1379">表格样式</span></li>
</ul>
<p><span class="yiyi-st" id="yiyi-1380">这些都可以通过两种方式指定：</span></p>
<ul>
<li><span class="yiyi-st" id="yiyi-1381"><code>pandas.core.Styler</code>的关键字参数</span></li>
<li><span class="yiyi-st" id="yiyi-1382">调用<code>.set _</code>方法之一，例如<code>.set_caption</code></span></li>
</ul>
<p><span class="yiyi-st" id="yiyi-1383">使用的最佳方法取决于上下文。</span><span class="yiyi-st" id="yiyi-1384">在构建许多应该都具有相同属性的样式化DataFrame时，使用<code>Styler</code>构造函数。</span><span class="yiyi-st" id="yiyi-1385">对于交互式使用，<code>.set _</code>方法更方便。</span></p>
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</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
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<h2 id="Precision"><span class="yiyi-st" id="yiyi-1386">Precision<a class="anchor-link" href="#Precision">&#xB6;</a></span></h2>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
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<p><span class="yiyi-st" id="yiyi-1387">您可以使用pandas的常规<code>display.precision</code>选项来控制浮点数的精度。</span></p>
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</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-1388">在[26]：</span></div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="k">with</span> <span class="n">pd</span><span class="o">.</span><span class="n">option_context</span><span class="p">(</span><span class="s1">&apos;display.precision&apos;</span><span class="p">,</span> <span class="mi">2</span><span class="p">):</span>
    <span class="n">html</span> <span class="o">=</span> <span class="p">(</span><span class="n">df</span><span class="o">.</span><span class="n">style</span>
              <span class="o">.</span><span class="n">applymap</span><span class="p">(</span><span class="n">color_negative_red</span><span class="p">)</span>
              <span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="n">highlight_max</span><span class="p">))</span>
<span class="n">html</span>
</pre></div>
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</div>
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<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt output_prompt"><span class="yiyi-st" id="yiyi-1389">出[26]：</span></div>
<div class="output_html rendered_html output_subarea output_execute_result">
<style type="text/css">
        
        
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                color:  black;
            
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                color:  red;
            
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                color:  black;
            
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            #T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow6_col0 {
            
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                color:  black;
            
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                color:  black;
            
                background-color:  yellow;
            
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                color:  red;
            
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                color:  black;
            
                background-color:  yellow;
            
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                color:  black;
            
                background-color:  yellow;
            
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            #T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow8_col4 {
            
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                : ;
            
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<table id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ff" none="">
<thead>
<tr>
<th class="blank level0">
</th><th class="col_heading level0 col0" colspan="1"><span class="yiyi-st" id="yiyi-1390">一个</span></th><th class="col_heading level0 col1" colspan="1"><span class="yiyi-st" id="yiyi-1391">B</span></th><th class="col_heading level0 col2" colspan="1"><span class="yiyi-st" id="yiyi-1392">C</span></th><th class="col_heading level0 col3" colspan="1"><span class="yiyi-st" id="yiyi-1393">D</span></th><th class="col_heading level0 col4" colspan="1"><span class="yiyi-st" id="yiyi-1394">E</span></th></tr>
</thead>
<tbody>
<tr>
<th class="row_heading level0 row0" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1395"> 0 </span></th><td class="data row0 col0" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow0_col0"><span class="yiyi-st" id="yiyi-1396"> 1 </span></td><td class="data row0 col1" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow0_col1"><span class="yiyi-st" id="yiyi-1397"> 1.3 </span></td><td class="data row0 col2" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow0_col2"><span class="yiyi-st" id="yiyi-1398">南</span></td><td class="data row0 col3" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow0_col3"><span class="yiyi-st" id="yiyi-1399">-0.32</span></td><td class="data row0 col4" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow0_col4"><span class="yiyi-st" id="yiyi-1400">-0.99</span></td></tr>
<tr>
<th class="row_heading level0 row1" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1401"> 1 </span></th><td class="data row1 col0" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow1_col0"><span class="yiyi-st" id="yiyi-1402"> 2 </span></td><td class="data row1 col1" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow1_col1"><span class="yiyi-st" id="yiyi-1403">-1.1</span></td><td class="data row1 col2" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow1_col2"><span class="yiyi-st" id="yiyi-1404">-1.4</span></td><td class="data row1 col3" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow1_col3"><span class="yiyi-st" id="yiyi-1405"> 0.56 </span></td><td class="data row1 col4" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow1_col4"><span class="yiyi-st" id="yiyi-1406"> 0.3 </span></td></tr>
<tr>
<th class="row_heading level0 row2" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1407"> 2 </span></th><td class="data row2 col0" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow2_col0"><span class="yiyi-st" id="yiyi-1408"> 3 </span></td><td class="data row2 col1" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow2_col1"><span class="yiyi-st" id="yiyi-1409">-1.6</span></td><td class="data row2 col2" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow2_col2"><span class="yiyi-st" id="yiyi-1410"> 0.22 </span></td><td class="data row2 col3" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow2_col3"><span class="yiyi-st" id="yiyi-1411"> 0.68 </span></td><td class="data row2 col4" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow2_col4"><span class="yiyi-st" id="yiyi-1412"> 1.9 </span></td></tr>
<tr>
<th class="row_heading level0 row3" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1413"> 3 </span></th><td class="data row3 col0" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow3_col0"><span class="yiyi-st" id="yiyi-1414"> 4 </span></td><td class="data row3 col1" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow3_col1"><span class="yiyi-st" id="yiyi-1415"> 0.96 </span></td><td class="data row3 col2" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow3_col2"><span class="yiyi-st" id="yiyi-1416"> 0.1 </span></td><td class="data row3 col3" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow3_col3"><span class="yiyi-st" id="yiyi-1417">-0.48</span></td><td class="data row3 col4" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow3_col4"><span class="yiyi-st" id="yiyi-1418"> 0.85 </span></td></tr>
<tr>
<th class="row_heading level0 row4" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1419"> 4 </span></th><td class="data row4 col0" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow4_col0"><span class="yiyi-st" id="yiyi-1420"> 5 </span></td><td class="data row4 col1" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow4_col1"><span class="yiyi-st" id="yiyi-1421"> 1.5 </span></td><td class="data row4 col2" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow4_col2"><span class="yiyi-st" id="yiyi-1422"> 1.1 </span></td><td class="data row4 col3" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow4_col3"><span class="yiyi-st" id="yiyi-1423"> 0.17 </span></td><td class="data row4 col4" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow4_col4"><span class="yiyi-st" id="yiyi-1424"> 0.52 </span></td></tr>
<tr>
<th class="row_heading level0 row5" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1425"> 5 </span></th><td class="data row5 col0" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow5_col0"><span class="yiyi-st" id="yiyi-1426"> 6 </span></td><td class="data row5 col1" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow5_col1"><span class="yiyi-st" id="yiyi-1427">-1.3</span></td><td class="data row5 col2" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow5_col2"><span class="yiyi-st" id="yiyi-1428"> 0.56 </span></td><td class="data row5 col3" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow5_col3"><span class="yiyi-st" id="yiyi-1429"> 1.4 </span></td><td class="data row5 col4" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow5_col4"><span class="yiyi-st" id="yiyi-1430">-0.063</span></td></tr>
<tr>
<th class="row_heading level0 row6" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1431"> 6 </span></th><td class="data row6 col0" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow6_col0"><span class="yiyi-st" id="yiyi-1432"> 7 </span></td><td class="data row6 col1" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow6_col1"><span class="yiyi-st" id="yiyi-1433"> 0.12 </span></td><td class="data row6 col2" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow6_col2"><span class="yiyi-st" id="yiyi-1434"> 1.2 </span></td><td class="data row6 col3" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow6_col3"><span class="yiyi-st" id="yiyi-1435">-0.002</span></td><td class="data row6 col4" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow6_col4"><span class="yiyi-st" id="yiyi-1436"> 1.6 </span></td></tr>
<tr>
<th class="row_heading level0 row7" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1437"> 7 </span></th><td class="data row7 col0" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow7_col0"><span class="yiyi-st" id="yiyi-1438"> 8 </span></td><td class="data row7 col1" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow7_col1"><span class="yiyi-st" id="yiyi-1439"> 0.35 </span></td><td class="data row7 col2" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow7_col2"><span class="yiyi-st" id="yiyi-1440"> 1 </span></td><td class="data row7 col3" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow7_col3"><span class="yiyi-st" id="yiyi-1441">-0.39</span></td><td class="data row7 col4" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow7_col4"><span class="yiyi-st" id="yiyi-1442"> 0.52 </span></td></tr>
<tr>
<th class="row_heading level0 row8" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1443"> 8 </span></th><td class="data row8 col0" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow8_col0"><span class="yiyi-st" id="yiyi-1444"> 9 </span></td><td class="data row8 col1" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow8_col1"><span class="yiyi-st" id="yiyi-1445"> 1.7 </span></td><td class="data row8 col2" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow8_col2"><span class="yiyi-st" id="yiyi-1446">-1.3</span></td><td class="data row8 col3" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow8_col3"><span class="yiyi-st" id="yiyi-1447"> 1.4 </span></td><td class="data row8 col4" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow8_col4"><span class="yiyi-st" id="yiyi-1448">-2.1</span></td></tr>
<tr>
<th class="row_heading level0 row9" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1449"> 9 </span></th><td class="data row9 col0" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow9_col0"><span class="yiyi-st" id="yiyi-1450"> 10 </span></td><td class="data row9 col1" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow9_col1"><span class="yiyi-st" id="yiyi-1451">-0.13</span></td><td class="data row9 col2" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow9_col2"><span class="yiyi-st" id="yiyi-1452"> 0.63 </span></td><td class="data row9 col3" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow9_col3"><span class="yiyi-st" id="yiyi-1453">-0.59</span></td><td class="data row9 col4" id="T_bcf9ccf8_c9fe_11e6_8f44_778134d549ffrow9_col4"><span class="yiyi-st" id="yiyi-1454"> 0.29 </span></td></tr>
</tbody>
</table>
</div>
</div>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p><span class="yiyi-st" id="yiyi-1455">或者通过<code>set_precision</code>方法。</span></p>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-1456">在[27]：</span></div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">style</span>\
  <span class="o">.</span><span class="n">applymap</span><span class="p">(</span><span class="n">color_negative_red</span><span class="p">)</span>\
  <span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="n">highlight_max</span><span class="p">)</span>\
  <span class="o">.</span><span class="n">set_precision</span><span class="p">(</span><span class="mi">2</span><span class="p">)</span>
</pre></div>
</div>
</div>
</div>
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt output_prompt"><span class="yiyi-st" id="yiyi-1457">出[27]：</span></div>
<div class="output_html rendered_html output_subarea output_execute_result">
<style type="text/css">
        
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow0_col0 {
            
                color:  black;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow0_col1 {
            
                color:  black;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow0_col2 {
            
                color:  black;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow0_col3 {
            
                color:  red;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow0_col4 {
            
                color:  red;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow1_col0 {
            
                color:  black;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow1_col1 {
            
                color:  red;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow1_col2 {
            
                color:  red;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow1_col3 {
            
                color:  black;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow1_col4 {
            
                color:  black;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow2_col0 {
            
                color:  black;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow2_col1 {
            
                color:  red;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow2_col2 {
            
                color:  black;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow2_col3 {
            
                color:  black;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow2_col4 {
            
                color:  black;
            
                background-color:  yellow;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow3_col0 {
            
                color:  black;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow3_col1 {
            
                color:  black;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow3_col2 {
            
                color:  black;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow3_col3 {
            
                color:  red;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow3_col4 {
            
                color:  black;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow4_col0 {
            
                color:  black;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow4_col1 {
            
                color:  black;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow4_col2 {
            
                color:  black;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow4_col3 {
            
                color:  black;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow4_col4 {
            
                color:  black;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow5_col0 {
            
                color:  black;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow5_col1 {
            
                color:  red;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow5_col2 {
            
                color:  black;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow5_col3 {
            
                color:  black;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow5_col4 {
            
                color:  red;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow6_col0 {
            
                color:  black;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow6_col1 {
            
                color:  black;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow6_col2 {
            
                color:  black;
            
                background-color:  yellow;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow6_col3 {
            
                color:  red;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow6_col4 {
            
                color:  black;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow7_col0 {
            
                color:  black;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow7_col1 {
            
                color:  black;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow7_col2 {
            
                color:  black;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow7_col3 {
            
                color:  red;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow7_col4 {
            
                color:  black;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow8_col0 {
            
                color:  black;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow8_col1 {
            
                color:  black;
            
                background-color:  yellow;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow8_col2 {
            
                color:  red;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow8_col3 {
            
                color:  black;
            
                background-color:  yellow;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow8_col4 {
            
                color:  red;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow9_col0 {
            
                color:  black;
            
                background-color:  yellow;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow9_col1 {
            
                color:  red;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow9_col2 {
            
                color:  black;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow9_col3 {
            
                color:  red;
            
                : ;
            
            }
        
            #T_bd00349e_c9fe_11e6_8f44_778134d549ffrow9_col4 {
            
                color:  black;
            
                : ;
            
            }
        
        </style>
<table id="T_bd00349e_c9fe_11e6_8f44_778134d549ff" none="">
<thead>
<tr>
<th class="blank level0">
</th><th class="col_heading level0 col0" colspan="1"><span class="yiyi-st" id="yiyi-1458">一个</span></th><th class="col_heading level0 col1" colspan="1"><span class="yiyi-st" id="yiyi-1459">B</span></th><th class="col_heading level0 col2" colspan="1"><span class="yiyi-st" id="yiyi-1460">C</span></th><th class="col_heading level0 col3" colspan="1"><span class="yiyi-st" id="yiyi-1461">D</span></th><th class="col_heading level0 col4" colspan="1"><span class="yiyi-st" id="yiyi-1462">E</span></th></tr>
</thead>
<tbody>
<tr>
<th class="row_heading level0 row0" id="T_bd00349e_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1463"> 0 </span></th><td class="data row0 col0" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow0_col0"><span class="yiyi-st" id="yiyi-1464"> 1 </span></td><td class="data row0 col1" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow0_col1"><span class="yiyi-st" id="yiyi-1465"> 1.3 </span></td><td class="data row0 col2" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow0_col2"><span class="yiyi-st" id="yiyi-1466">南</span></td><td class="data row0 col3" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow0_col3"><span class="yiyi-st" id="yiyi-1467">-0.32</span></td><td class="data row0 col4" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow0_col4"><span class="yiyi-st" id="yiyi-1468">-0.99</span></td></tr>
<tr>
<th class="row_heading level0 row1" id="T_bd00349e_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1469"> 1 </span></th><td class="data row1 col0" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow1_col0"><span class="yiyi-st" id="yiyi-1470"> 2 </span></td><td class="data row1 col1" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow1_col1"><span class="yiyi-st" id="yiyi-1471">-1.1</span></td><td class="data row1 col2" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow1_col2"><span class="yiyi-st" id="yiyi-1472">-1.4</span></td><td class="data row1 col3" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow1_col3"><span class="yiyi-st" id="yiyi-1473"> 0.56 </span></td><td class="data row1 col4" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow1_col4"><span class="yiyi-st" id="yiyi-1474"> 0.3 </span></td></tr>
<tr>
<th class="row_heading level0 row2" id="T_bd00349e_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1475"> 2 </span></th><td class="data row2 col0" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow2_col0"><span class="yiyi-st" id="yiyi-1476"> 3 </span></td><td class="data row2 col1" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow2_col1"><span class="yiyi-st" id="yiyi-1477">-1.6</span></td><td class="data row2 col2" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow2_col2"><span class="yiyi-st" id="yiyi-1478"> 0.22 </span></td><td class="data row2 col3" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow2_col3"><span class="yiyi-st" id="yiyi-1479"> 0.68 </span></td><td class="data row2 col4" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow2_col4"><span class="yiyi-st" id="yiyi-1480"> 1.9 </span></td></tr>
<tr>
<th class="row_heading level0 row3" id="T_bd00349e_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1481"> 3 </span></th><td class="data row3 col0" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow3_col0"><span class="yiyi-st" id="yiyi-1482"> 4 </span></td><td class="data row3 col1" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow3_col1"><span class="yiyi-st" id="yiyi-1483"> 0.96 </span></td><td class="data row3 col2" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow3_col2"><span class="yiyi-st" id="yiyi-1484"> 0.1 </span></td><td class="data row3 col3" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow3_col3"><span class="yiyi-st" id="yiyi-1485">-0.48</span></td><td class="data row3 col4" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow3_col4"><span class="yiyi-st" id="yiyi-1486"> 0.85 </span></td></tr>
<tr>
<th class="row_heading level0 row4" id="T_bd00349e_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1487"> 4 </span></th><td class="data row4 col0" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow4_col0"><span class="yiyi-st" id="yiyi-1488"> 5 </span></td><td class="data row4 col1" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow4_col1"><span class="yiyi-st" id="yiyi-1489"> 1.5 </span></td><td class="data row4 col2" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow4_col2"><span class="yiyi-st" id="yiyi-1490"> 1.1 </span></td><td class="data row4 col3" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow4_col3"><span class="yiyi-st" id="yiyi-1491"> 0.17 </span></td><td class="data row4 col4" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow4_col4"><span class="yiyi-st" id="yiyi-1492"> 0.52 </span></td></tr>
<tr>
<th class="row_heading level0 row5" id="T_bd00349e_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1493"> 5 </span></th><td class="data row5 col0" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow5_col0"><span class="yiyi-st" id="yiyi-1494"> 6 </span></td><td class="data row5 col1" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow5_col1"><span class="yiyi-st" id="yiyi-1495">-1.3</span></td><td class="data row5 col2" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow5_col2"><span class="yiyi-st" id="yiyi-1496"> 0.56 </span></td><td class="data row5 col3" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow5_col3"><span class="yiyi-st" id="yiyi-1497"> 1.4 </span></td><td class="data row5 col4" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow5_col4"><span class="yiyi-st" id="yiyi-1498">-0.063</span></td></tr>
<tr>
<th class="row_heading level0 row6" id="T_bd00349e_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1499"> 6 </span></th><td class="data row6 col0" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow6_col0"><span class="yiyi-st" id="yiyi-1500"> 7 </span></td><td class="data row6 col1" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow6_col1"><span class="yiyi-st" id="yiyi-1501"> 0.12 </span></td><td class="data row6 col2" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow6_col2"><span class="yiyi-st" id="yiyi-1502"> 1.2 </span></td><td class="data row6 col3" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow6_col3"><span class="yiyi-st" id="yiyi-1503">-0.002</span></td><td class="data row6 col4" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow6_col4"><span class="yiyi-st" id="yiyi-1504"> 1.6 </span></td></tr>
<tr>
<th class="row_heading level0 row7" id="T_bd00349e_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1505"> 7 </span></th><td class="data row7 col0" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow7_col0"><span class="yiyi-st" id="yiyi-1506"> 8 </span></td><td class="data row7 col1" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow7_col1"><span class="yiyi-st" id="yiyi-1507"> 0.35 </span></td><td class="data row7 col2" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow7_col2"><span class="yiyi-st" id="yiyi-1508"> 1 </span></td><td class="data row7 col3" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow7_col3"><span class="yiyi-st" id="yiyi-1509">-0.39</span></td><td class="data row7 col4" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow7_col4"><span class="yiyi-st" id="yiyi-1510"> 0.52 </span></td></tr>
<tr>
<th class="row_heading level0 row8" id="T_bd00349e_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1511"> 8 </span></th><td class="data row8 col0" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow8_col0"><span class="yiyi-st" id="yiyi-1512"> 9 </span></td><td class="data row8 col1" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow8_col1"><span class="yiyi-st" id="yiyi-1513"> 1.7 </span></td><td class="data row8 col2" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow8_col2"><span class="yiyi-st" id="yiyi-1514">-1.3</span></td><td class="data row8 col3" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow8_col3"><span class="yiyi-st" id="yiyi-1515"> 1.4 </span></td><td class="data row8 col4" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow8_col4"><span class="yiyi-st" id="yiyi-1516">-2.1</span></td></tr>
<tr>
<th class="row_heading level0 row9" id="T_bd00349e_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1517"> 9 </span></th><td class="data row9 col0" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow9_col0"><span class="yiyi-st" id="yiyi-1518"> 10 </span></td><td class="data row9 col1" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow9_col1"><span class="yiyi-st" id="yiyi-1519">-0.13</span></td><td class="data row9 col2" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow9_col2"><span class="yiyi-st" id="yiyi-1520"> 0.63 </span></td><td class="data row9 col3" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow9_col3"><span class="yiyi-st" id="yiyi-1521">-0.59</span></td><td class="data row9 col4" id="T_bd00349e_c9fe_11e6_8f44_778134d549ffrow9_col4"><span class="yiyi-st" id="yiyi-1522"> 0.29 </span></td></tr>
</tbody>
</table>
</div>
</div>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p><span class="yiyi-st" id="yiyi-1523">设置精度只影响打印数量；全精度值总是传递给您的样式函数。</span><span class="yiyi-st" id="yiyi-1524">如果您想从头开始，可以使用<code>df.round（2）.style</code>。</span></p>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h3 id="Captions"><span class="yiyi-st" id="yiyi-1525">Captions<a class="anchor-link" href="#Captions">&#xB6;</a></span></h3>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p><span class="yiyi-st" id="yiyi-1526">可以通过几种方式添加常规表格标题。</span></p>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-1527">在[28]：</span></div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span><span class="o">.</span><span class="n">style</span><span class="o">.</span><span class="n">set_caption</span><span class="p">(</span><span class="s1">&apos;Colormaps, with a caption.&apos;</span><span class="p">)</span>\
    <span class="o">.</span><span class="n">background_gradient</span><span class="p">(</span><span class="n">cmap</span><span class="o">=</span><span class="n">cm</span><span class="p">)</span>
</pre></div>
</div>
</div>
</div>
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt output_prompt"><span class="yiyi-st" id="yiyi-1528">出[28]：</span></div>
<div class="output_html rendered_html output_subarea output_execute_result">
<style type="text/css">
        
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow0_col0 {
            
                background-color:  #e5ffe5;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow0_col1 {
            
                background-color:  #188d18;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow0_col2 {
            
                background-color:  #e5ffe5;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow0_col3 {
            
                background-color:  #c7eec7;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow0_col4 {
            
                background-color:  #a6dca6;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow1_col0 {
            
                background-color:  #ccf1cc;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow1_col1 {
            
                background-color:  #c0eac0;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow1_col2 {
            
                background-color:  #e5ffe5;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow1_col3 {
            
                background-color:  #62b662;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow1_col4 {
            
                background-color:  #5cb35c;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow2_col0 {
            
                background-color:  #b3e3b3;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow2_col1 {
            
                background-color:  #e5ffe5;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow2_col2 {
            
                background-color:  #56af56;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow2_col3 {
            
                background-color:  #56af56;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow2_col4 {
            
                background-color:  #008000;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow3_col0 {
            
                background-color:  #99d599;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow3_col1 {
            
                background-color:  #329c32;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow3_col2 {
            
                background-color:  #5fb55f;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow3_col3 {
            
                background-color:  #daf9da;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow3_col4 {
            
                background-color:  #3ba13b;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow4_col0 {
            
                background-color:  #80c780;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow4_col1 {
            
                background-color:  #108910;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow4_col2 {
            
                background-color:  #0d870d;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow4_col3 {
            
                background-color:  #90d090;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow4_col4 {
            
                background-color:  #4fac4f;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow5_col0 {
            
                background-color:  #66b866;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow5_col1 {
            
                background-color:  #d2f4d2;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow5_col2 {
            
                background-color:  #389f38;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow5_col3 {
            
                background-color:  #048204;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow5_col4 {
            
                background-color:  #70be70;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow6_col0 {
            
                background-color:  #4daa4d;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow6_col1 {
            
                background-color:  #6cbc6c;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow6_col2 {
            
                background-color:  #008000;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow6_col3 {
            
                background-color:  #a3daa3;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow6_col4 {
            
                background-color:  #0e880e;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow7_col0 {
            
                background-color:  #329c32;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow7_col1 {
            
                background-color:  #5cb35c;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow7_col2 {
            
                background-color:  #0e880e;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow7_col3 {
            
                background-color:  #cff3cf;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow7_col4 {
            
                background-color:  #4fac4f;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow8_col0 {
            
                background-color:  #198e19;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow8_col1 {
            
                background-color:  #008000;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow8_col2 {
            
                background-color:  #dcfadc;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow8_col3 {
            
                background-color:  #008000;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow8_col4 {
            
                background-color:  #e5ffe5;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow9_col0 {
            
                background-color:  #008000;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow9_col1 {
            
                background-color:  #7ec67e;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow9_col2 {
            
                background-color:  #319b31;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow9_col3 {
            
                background-color:  #e5ffe5;
            
            }
        
            #T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow9_col4 {
            
                background-color:  #5cb35c;
            
            }
        
        </style>
<table id="T_bd0603e2_c9fe_11e6_8f44_778134d549ff" none=""><span class="yiyi-st" id="yiyi-1594"> <caption>Colormaps, with a caption.</caption></span><thead>
<tr>
<th class="blank level0">
</th><th class="col_heading level0 col0" colspan="1"><span class="yiyi-st" id="yiyi-1529">一个</span></th><th class="col_heading level0 col1" colspan="1"><span class="yiyi-st" id="yiyi-1530">B</span></th><th class="col_heading level0 col2" colspan="1"><span class="yiyi-st" id="yiyi-1531">C</span></th><th class="col_heading level0 col3" colspan="1"><span class="yiyi-st" id="yiyi-1532">D</span></th><th class="col_heading level0 col4" colspan="1"><span class="yiyi-st" id="yiyi-1533">E</span></th></tr>
</thead>
<tbody>
<tr>
<th class="row_heading level0 row0" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1534"> 0 </span></th><td class="data row0 col0" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow0_col0"><span class="yiyi-st" id="yiyi-1535"> 1 </span></td><td class="data row0 col1" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow0_col1"><span class="yiyi-st" id="yiyi-1536"> 1.32921 </span></td><td class="data row0 col2" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow0_col2"><span class="yiyi-st" id="yiyi-1537">南</span></td><td class="data row0 col3" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow0_col3"><span class="yiyi-st" id="yiyi-1538">-0.31628</span></td><td class="data row0 col4" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow0_col4"><span class="yiyi-st" id="yiyi-1539">-0.99081</span></td></tr>
<tr>
<th class="row_heading level0 row1" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1540"> 1 </span></th><td class="data row1 col0" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow1_col0"><span class="yiyi-st" id="yiyi-1541"> 2 </span></td><td class="data row1 col1" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow1_col1"><span class="yiyi-st" id="yiyi-1542">-1.07082</span></td><td class="data row1 col2" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow1_col2"><span class="yiyi-st" id="yiyi-1543">-1.43871</span></td><td class="data row1 col3" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow1_col3"><span class="yiyi-st" id="yiyi-1544"> 0.564417 </span></td><td class="data row1 col4" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow1_col4"><span class="yiyi-st" id="yiyi-1545"> 0.295722 </span></td></tr>
<tr>
<th class="row_heading level0 row2" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1546"> 2 </span></th><td class="data row2 col0" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow2_col0"><span class="yiyi-st" id="yiyi-1547"> 3 </span></td><td class="data row2 col1" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow2_col1"><span class="yiyi-st" id="yiyi-1548">-1.6264</span></td><td class="data row2 col2" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow2_col2"><span class="yiyi-st" id="yiyi-1549"> 0.219565 </span></td><td class="data row2 col3" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow2_col3"><span class="yiyi-st" id="yiyi-1550"> 0.678805 </span></td><td class="data row2 col4" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow2_col4"><span class="yiyi-st" id="yiyi-1551"> 1.88927 </span></td></tr>
<tr>
<th class="row_heading level0 row3" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1552"> 3 </span></th><td class="data row3 col0" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow3_col0"><span class="yiyi-st" id="yiyi-1553"> 4 </span></td><td class="data row3 col1" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow3_col1"><span class="yiyi-st" id="yiyi-1554"> 0.961538 </span></td><td class="data row3 col2" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow3_col2"><span class="yiyi-st" id="yiyi-1555"> 0.104011 </span></td><td class="data row3 col3" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow3_col3"><span class="yiyi-st" id="yiyi-1556">-0.481165</span></td><td class="data row3 col4" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow3_col4"><span class="yiyi-st" id="yiyi-1557"> 0.850229 </span></td></tr>
<tr>
<th class="row_heading level0 row4" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1558"> 4 </span></th><td class="data row4 col0" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow4_col0"><span class="yiyi-st" id="yiyi-1559"> 5 </span></td><td class="data row4 col1" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow4_col1"><span class="yiyi-st" id="yiyi-1560"> 1.45342 </span></td><td class="data row4 col2" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow4_col2"><span class="yiyi-st" id="yiyi-1561"> 1.05774 </span></td><td class="data row4 col3" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow4_col3"><span class="yiyi-st" id="yiyi-1562"> 0.165562 </span></td><td class="data row4 col4" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow4_col4"><span class="yiyi-st" id="yiyi-1563"> 0.515018 </span></td></tr>
<tr>
<th class="row_heading level0 row5" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1564"> 5 </span></th><td class="data row5 col0" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow5_col0"><span class="yiyi-st" id="yiyi-1565"> 6 </span></td><td class="data row5 col1" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow5_col1"><span class="yiyi-st" id="yiyi-1566">-1.33694</span></td><td class="data row5 col2" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow5_col2"><span class="yiyi-st" id="yiyi-1567"> 0.562861 </span></td><td class="data row5 col3" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow5_col3"><span class="yiyi-st" id="yiyi-1568"> 1.39285 </span></td><td class="data row5 col4" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow5_col4"><span class="yiyi-st" id="yiyi-1569">-0.063328</span></td></tr>
<tr>
<th class="row_heading level0 row6" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1570"> 6 </span></th><td class="data row6 col0" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow6_col0"><span class="yiyi-st" id="yiyi-1571"> 7 </span></td><td class="data row6 col1" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow6_col1"><span class="yiyi-st" id="yiyi-1572"> 0.121668 </span></td><td class="data row6 col2" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow6_col2"><span class="yiyi-st" id="yiyi-1573"> 1.2076 </span></td><td class="data row6 col3" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow6_col3"><span class="yiyi-st" id="yiyi-1574">-0.00204021</span></td><td class="data row6 col4" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow6_col4"><span class="yiyi-st" id="yiyi-1575"> 1.6278 </span></td></tr>
<tr>
<th class="row_heading level0 row7" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1576"> 7 </span></th><td class="data row7 col0" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow7_col0"><span class="yiyi-st" id="yiyi-1577"> 8 </span></td><td class="data row7 col1" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow7_col1"><span class="yiyi-st" id="yiyi-1578"> 0.354493 </span></td><td class="data row7 col2" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow7_col2"><span class="yiyi-st" id="yiyi-1579"> 1.03753 </span></td><td class="data row7 col3" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow7_col3"><span class="yiyi-st" id="yiyi-1580">-0.385684</span></td><td class="data row7 col4" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow7_col4"><span class="yiyi-st" id="yiyi-1581"> 0.519818 </span></td></tr>
<tr>
<th class="row_heading level0 row8" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1582"> 8 </span></th><td class="data row8 col0" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow8_col0"><span class="yiyi-st" id="yiyi-1583"> 9 </span></td><td class="data row8 col1" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow8_col1"><span class="yiyi-st" id="yiyi-1584"> 1.68658 </span></td><td class="data row8 col2" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow8_col2"><span class="yiyi-st" id="yiyi-1585">-1.32596</span></td><td class="data row8 col3" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow8_col3"><span class="yiyi-st" id="yiyi-1586"> 1.42898 </span></td><td class="data row8 col4" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow8_col4"><span class="yiyi-st" id="yiyi-1587">-2.08935</span></td></tr>
<tr>
<th class="row_heading level0 row9" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1588"> 9 </span></th><td class="data row9 col0" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow9_col0"><span class="yiyi-st" id="yiyi-1589"> 10 </span></td><td class="data row9 col1" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow9_col1"><span class="yiyi-st" id="yiyi-1590">-0.12982</span></td><td class="data row9 col2" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow9_col2"><span class="yiyi-st" id="yiyi-1591"> 0.631523 </span></td><td class="data row9 col3" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow9_col3"><span class="yiyi-st" id="yiyi-1592">-0.586538</span></td><td class="data row9 col4" id="T_bd0603e2_c9fe_11e6_8f44_778134d549ffrow9_col4"><span class="yiyi-st" id="yiyi-1593"> 0.29072 </span></td></tr>
</tbody>
</table>
</div>
</div>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h3 id="Table-Styles"><span class="yiyi-st" id="yiyi-1595">Table Styles<a class="anchor-link" href="#Table-Styles">&#xB6;</a></span></h3>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p><span class="yiyi-st" id="yiyi-1596">下一个选项是“表样式”。</span><span class="yiyi-st" id="yiyi-1597">这些是应用于整个表的样式，但不要查看数据。</span><span class="yiyi-st" id="yiyi-1598">某些交换，包括像<code>：hover</code>这样的伪选择器只能以这种方式使用。</span></p>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-1599">在[29]：</span></div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">IPython.display</span> <span class="k">import</span> <span class="n">HTML</span>

<span class="k">def</span> <span class="nf">hover</span><span class="p">(</span><span class="n">hover_color</span><span class="o">=</span><span class="s2">&quot;#ffff99&quot;</span><span class="p">):</span>
    <span class="k">return</span> <span class="nb">dict</span><span class="p">(</span><span class="n">selector</span><span class="o">=</span><span class="s2">&quot;tr:hover&quot;</span><span class="p">,</span>
                <span class="n">props</span><span class="o">=</span><span class="p">[(</span><span class="s2">&quot;background-color&quot;</span><span class="p">,</span> <span class="s2">&quot;</span><span class="si">%s</span><span class="s2">&quot;</span> <span class="o">%</span> <span class="n">hover_color</span><span class="p">)])</span>

<span class="n">styles</span> <span class="o">=</span> <span class="p">[</span>
    <span class="n">hover</span><span class="p">(),</span>
    <span class="nb">dict</span><span class="p">(</span><span class="n">selector</span><span class="o">=</span><span class="s2">&quot;th&quot;</span><span class="p">,</span> <span class="n">props</span><span class="o">=</span><span class="p">[(</span><span class="s2">&quot;font-size&quot;</span><span class="p">,</span> <span class="s2">&quot;150%&quot;</span><span class="p">),</span>
                               <span class="p">(</span><span class="s2">&quot;text-align&quot;</span><span class="p">,</span> <span class="s2">&quot;center&quot;</span><span class="p">)]),</span>
    <span class="nb">dict</span><span class="p">(</span><span class="n">selector</span><span class="o">=</span><span class="s2">&quot;caption&quot;</span><span class="p">,</span> <span class="n">props</span><span class="o">=</span><span class="p">[(</span><span class="s2">&quot;caption-side&quot;</span><span class="p">,</span> <span class="s2">&quot;bottom&quot;</span><span class="p">)])</span>
<span class="p">]</span>
<span class="n">html</span> <span class="o">=</span> <span class="p">(</span><span class="n">df</span><span class="o">.</span><span class="n">style</span><span class="o">.</span><span class="n">set_table_styles</span><span class="p">(</span><span class="n">styles</span><span class="p">)</span>
          <span class="o">.</span><span class="n">set_caption</span><span class="p">(</span><span class="s2">&quot;Hover to highlight.&quot;</span><span class="p">))</span>
<span class="n">html</span>
</pre></div>
</div>
</div>
</div>
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt output_prompt"><span class="yiyi-st" id="yiyi-1600">Out [29]：</span></div>
<div class="output_html rendered_html output_subarea output_execute_result">
<style type="text/css">
        
            #T_bd09ca9a_c9fe_11e6_8f44_778134d549ff tr:hover {
            
                background-color: #ffff99;
            
            }
        
            #T_bd09ca9a_c9fe_11e6_8f44_778134d549ff th {
            
                font-size: 150%;
            
                text-align: center;
            
            }
        
            #T_bd09ca9a_c9fe_11e6_8f44_778134d549ff caption {
            
                caption-side: bottom;
            
            }
        
        
        </style>
<table id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ff" none=""><span class="yiyi-st" id="yiyi-1666"> <caption>Hover to highlight.</caption></span><thead>
<tr>
<th class="blank level0">
</th><th class="col_heading level0 col0" colspan="1"><span class="yiyi-st" id="yiyi-1601">一个</span></th><th class="col_heading level0 col1" colspan="1"><span class="yiyi-st" id="yiyi-1602">B</span></th><th class="col_heading level0 col2" colspan="1"><span class="yiyi-st" id="yiyi-1603">C</span></th><th class="col_heading level0 col3" colspan="1"><span class="yiyi-st" id="yiyi-1604">D</span></th><th class="col_heading level0 col4" colspan="1"><span class="yiyi-st" id="yiyi-1605">E</span></th></tr>
</thead>
<tbody>
<tr>
<th class="row_heading level0 row0" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1606"> 0 </span></th><td class="data row0 col0" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow0_col0"><span class="yiyi-st" id="yiyi-1607"> 1 </span></td><td class="data row0 col1" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow0_col1"><span class="yiyi-st" id="yiyi-1608"> 1.32921 </span></td><td class="data row0 col2" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow0_col2"><span class="yiyi-st" id="yiyi-1609">南</span></td><td class="data row0 col3" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow0_col3"><span class="yiyi-st" id="yiyi-1610">-0.31628</span></td><td class="data row0 col4" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow0_col4"><span class="yiyi-st" id="yiyi-1611">-0.99081</span></td></tr>
<tr>
<th class="row_heading level0 row1" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1612"> 1 </span></th><td class="data row1 col0" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow1_col0"><span class="yiyi-st" id="yiyi-1613"> 2 </span></td><td class="data row1 col1" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow1_col1"><span class="yiyi-st" id="yiyi-1614">-1.07082</span></td><td class="data row1 col2" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow1_col2"><span class="yiyi-st" id="yiyi-1615">-1.43871</span></td><td class="data row1 col3" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow1_col3"><span class="yiyi-st" id="yiyi-1616"> 0.564417 </span></td><td class="data row1 col4" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow1_col4"><span class="yiyi-st" id="yiyi-1617"> 0.295722 </span></td></tr>
<tr>
<th class="row_heading level0 row2" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1618"> 2 </span></th><td class="data row2 col0" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow2_col0"><span class="yiyi-st" id="yiyi-1619"> 3 </span></td><td class="data row2 col1" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow2_col1"><span class="yiyi-st" id="yiyi-1620">-1.6264</span></td><td class="data row2 col2" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow2_col2"><span class="yiyi-st" id="yiyi-1621"> 0.219565 </span></td><td class="data row2 col3" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow2_col3"><span class="yiyi-st" id="yiyi-1622"> 0.678805 </span></td><td class="data row2 col4" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow2_col4"><span class="yiyi-st" id="yiyi-1623"> 1.88927 </span></td></tr>
<tr>
<th class="row_heading level0 row3" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1624"> 3 </span></th><td class="data row3 col0" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow3_col0"><span class="yiyi-st" id="yiyi-1625"> 4 </span></td><td class="data row3 col1" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow3_col1"><span class="yiyi-st" id="yiyi-1626"> 0.961538 </span></td><td class="data row3 col2" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow3_col2"><span class="yiyi-st" id="yiyi-1627"> 0.104011 </span></td><td class="data row3 col3" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow3_col3"><span class="yiyi-st" id="yiyi-1628">-0.481165</span></td><td class="data row3 col4" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow3_col4"><span class="yiyi-st" id="yiyi-1629"> 0.850229 </span></td></tr>
<tr>
<th class="row_heading level0 row4" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1630"> 4 </span></th><td class="data row4 col0" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow4_col0"><span class="yiyi-st" id="yiyi-1631"> 5 </span></td><td class="data row4 col1" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow4_col1"><span class="yiyi-st" id="yiyi-1632"> 1.45342 </span></td><td class="data row4 col2" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow4_col2"><span class="yiyi-st" id="yiyi-1633"> 1.05774 </span></td><td class="data row4 col3" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow4_col3"><span class="yiyi-st" id="yiyi-1634"> 0.165562 </span></td><td class="data row4 col4" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow4_col4"><span class="yiyi-st" id="yiyi-1635"> 0.515018 </span></td></tr>
<tr>
<th class="row_heading level0 row5" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1636"> 5 </span></th><td class="data row5 col0" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow5_col0"><span class="yiyi-st" id="yiyi-1637"> 6 </span></td><td class="data row5 col1" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow5_col1"><span class="yiyi-st" id="yiyi-1638">-1.33694</span></td><td class="data row5 col2" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow5_col2"><span class="yiyi-st" id="yiyi-1639"> 0.562861 </span></td><td class="data row5 col3" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow5_col3"><span class="yiyi-st" id="yiyi-1640"> 1.39285 </span></td><td class="data row5 col4" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow5_col4"><span class="yiyi-st" id="yiyi-1641">-0.063328</span></td></tr>
<tr>
<th class="row_heading level0 row6" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1642"> 6 </span></th><td class="data row6 col0" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow6_col0"><span class="yiyi-st" id="yiyi-1643"> 7 </span></td><td class="data row6 col1" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow6_col1"><span class="yiyi-st" id="yiyi-1644"> 0.121668 </span></td><td class="data row6 col2" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow6_col2"><span class="yiyi-st" id="yiyi-1645"> 1.2076 </span></td><td class="data row6 col3" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow6_col3"><span class="yiyi-st" id="yiyi-1646">-0.00204021</span></td><td class="data row6 col4" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow6_col4"><span class="yiyi-st" id="yiyi-1647"> 1.6278 </span></td></tr>
<tr>
<th class="row_heading level0 row7" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1648"> 7 </span></th><td class="data row7 col0" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow7_col0"><span class="yiyi-st" id="yiyi-1649"> 8 </span></td><td class="data row7 col1" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow7_col1"><span class="yiyi-st" id="yiyi-1650"> 0.354493 </span></td><td class="data row7 col2" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow7_col2"><span class="yiyi-st" id="yiyi-1651"> 1.03753 </span></td><td class="data row7 col3" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow7_col3"><span class="yiyi-st" id="yiyi-1652">-0.385684</span></td><td class="data row7 col4" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow7_col4"><span class="yiyi-st" id="yiyi-1653"> 0.519818 </span></td></tr>
<tr>
<th class="row_heading level0 row8" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1654"> 8 </span></th><td class="data row8 col0" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow8_col0"><span class="yiyi-st" id="yiyi-1655"> 9 </span></td><td class="data row8 col1" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow8_col1"><span class="yiyi-st" id="yiyi-1656"> 1.68658 </span></td><td class="data row8 col2" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow8_col2"><span class="yiyi-st" id="yiyi-1657">-1.32596</span></td><td class="data row8 col3" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow8_col3"><span class="yiyi-st" id="yiyi-1658"> 1.42898 </span></td><td class="data row8 col4" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow8_col4"><span class="yiyi-st" id="yiyi-1659">-2.08935</span></td></tr>
<tr>
<th class="row_heading level0 row9" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1660"> 9 </span></th><td class="data row9 col0" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow9_col0"><span class="yiyi-st" id="yiyi-1661"> 10 </span></td><td class="data row9 col1" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow9_col1"><span class="yiyi-st" id="yiyi-1662">-0.12982</span></td><td class="data row9 col2" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow9_col2"><span class="yiyi-st" id="yiyi-1663"> 0.631523 </span></td><td class="data row9 col3" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow9_col3"><span class="yiyi-st" id="yiyi-1664">-0.586538</span></td><td class="data row9 col4" id="T_bd09ca9a_c9fe_11e6_8f44_778134d549ffrow9_col4"><span class="yiyi-st" id="yiyi-1665"> 0.29072 </span></td></tr>
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<p><span class="yiyi-st" id="yiyi-1667"><code>table_styles</code>应该是字典列表。</span><span class="yiyi-st" id="yiyi-1668">每个字典应该有<code>选择符</code>和<code>道具</code>键。</span><span class="yiyi-st" id="yiyi-1669"><code>selector</code>的值应为有效的CSS选择器。</span><span class="yiyi-st" id="yiyi-1670">请记住，所有样式都已附加到<code>id</code>，每个<code>样式器</code>都是唯一的。</span><span class="yiyi-st" id="yiyi-1671">此选择器除了<code>id</code>。</span><span class="yiyi-st" id="yiyi-1672"><code>props</code>的值应该是<code>（&apos;attribute&apos;，&apos;value&apos;）</code>的元组列表。</span></p>
<p><span class="yiyi-st" id="yiyi-1673"><code>table_styles</code>非常灵活，但没有手动输入的乐趣。</span><span class="yiyi-st" id="yiyi-1674">我们希望在大熊猫中收集一些有用的内容，或者在<a href="#Extensibility">这里建立的工具的新包中优先选择。</a></span></p>
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<h1 id="CSS-Classes"><span class="yiyi-st" id="yiyi-1675">CSS Classes<a class="anchor-link" href="#CSS-Classes">&#xB6;</a></span></h1><p><span class="yiyi-st" id="yiyi-1676">某些CSS类附加到单元格。</span></p>
<ul>
<li><span class="yiyi-st" id="yiyi-1677">Index and Column names include <code>index_name</code> and <code>level&lt;k&gt;</code> where <code>k</code> is its level in a MultiIndex</span></li>
<li><span class="yiyi-st" id="yiyi-1681">索引标签单元格包括</span><ul>
<li><span class="yiyi-st" id="yiyi-1678"><code>row_heading</code></span></li>
<li><span class="yiyi-st" id="yiyi-1679"><code>row＆lt； n＆gt；</code>其中<code>n</code>是行的数字位置</span></li>
<li><span class="yiyi-st" id="yiyi-1680"><code>level＆lt； k＆gt；</code>其中<code>k</code>是MultiIndex中的级别</span></li>
</ul>
</li>
<li><span class="yiyi-st" id="yiyi-1685">柱标记细胞包括</span><ul>
<li><span class="yiyi-st" id="yiyi-1682"><code>col_heading</code></span></li>
<li><span class="yiyi-st" id="yiyi-1683"><code>col＆lt； n＆gt；</code>其中<code>n</code>是列的数字位置</span></li>
<li><span class="yiyi-st" id="yiyi-1684"><code>level＆lt； k＆gt；</code>其中<code>k</code>是MultiIndex中的级别</span></li>
</ul>
</li>
<li><span class="yiyi-st" id="yiyi-1686">空白单元格包括<code>blank</code></span></li>
<li><span class="yiyi-st" id="yiyi-1687">数据单元包括<code>数据</code></span></li>
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<h1 id="Limitations"><span class="yiyi-st" id="yiyi-1688">Limitations<a class="anchor-link" href="#Limitations">&#xB6;</a></span></h1><ul>
<li><span class="yiyi-st" id="yiyi-1689">DataFrame仅<code>（使用Series.to_frame()。style）</code></span></li>
<li><span class="yiyi-st" id="yiyi-1690">索引和列必须是唯一的</span></li>
<li><span class="yiyi-st" id="yiyi-1691">没有大的repr，和性能不是很大；这是为了概要DataFrames</span></li>
<li><span class="yiyi-st" id="yiyi-1692">您只能设置<em>值</em>的样式，而不是索引或列</span></li>
<li><span class="yiyi-st" id="yiyi-1693">您只能应用样式，不能插入新的HTML实体</span></li>
</ul>
<p><span class="yiyi-st" id="yiyi-1694">其中一些将在未来得到解决。</span></p>
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<h1 id="Terms"><span class="yiyi-st" id="yiyi-1695">Terms<a class="anchor-link" href="#Terms">&#xB6;</a></span></h1><ul>
<li><span class="yiyi-st" id="yiyi-1696">样式函数：传递到<code>Styler.apply</code>或<code>Styler.applymap</code>并返回像<code>&apos;css attribute：value&apos;</code></span></li>
<li><span class="yiyi-st" id="yiyi-1697">内置样式函数：样式函数是<code>Styler</code>上的方法</span></li>
<li><span class="yiyi-st" id="yiyi-1698">表格样式：具有两个键<code>选择器</code>和<code>道具</code>的字典。</span><span class="yiyi-st" id="yiyi-1699"><code>selector  t&gt;是<code>props</code>将应用于的CSS选择器。</code></span><span class="yiyi-st" id="yiyi-1700"><code>props</code>是<code>（属性，值）</code>元组的列表。</span><span class="yiyi-st" id="yiyi-1701">传递到<code>Styler</code>中的表格样式列表。</span></li>
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<h2 id="Fun-stuff"><span class="yiyi-st" id="yiyi-1702">Fun stuff<a class="anchor-link" href="#Fun-stuff">&#xB6;</a></span></h2><p><span class="yiyi-st" id="yiyi-1703">这里有一些有趣的例子。</span></p>
<p><span class="yiyi-st" id="yiyi-1704"><code>样式器</code>与小部件相互交互。</span><span class="yiyi-st" id="yiyi-1705">如果你正在查看这个在线，而不是自己运行笔记本，你错过了交互式调整调色板。</span></p>
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<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-1706">在[30]：</span></div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">IPython.html</span> <span class="k">import</span> <span class="n">widgets</span>
<span class="nd">@widgets</span><span class="o">.</span><span class="n">interact</span>
<span class="k">def</span> <span class="nf">f</span><span class="p">(</span><span class="n">h_neg</span><span class="o">=</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">359</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span> <span class="n">h_pos</span><span class="o">=</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">359</span><span class="p">),</span> <span class="n">s</span><span class="o">=</span><span class="p">(</span><span class="mf">0.</span><span class="p">,</span> <span class="mf">99.9</span><span class="p">),</span> <span class="n">l</span><span class="o">=</span><span class="p">(</span><span class="mf">0.</span><span class="p">,</span> <span class="mf">99.9</span><span class="p">)):</span>
    <span class="k">return</span> <span class="n">df</span><span class="o">.</span><span class="n">style</span><span class="o">.</span><span class="n">background_gradient</span><span class="p">(</span>
        <span class="n">cmap</span><span class="o">=</span><span class="n">sns</span><span class="o">.</span><span class="n">palettes</span><span class="o">.</span><span class="n">diverging_palette</span><span class="p">(</span><span class="n">h_neg</span><span class="o">=</span><span class="n">h_neg</span><span class="p">,</span> <span class="n">h_pos</span><span class="o">=</span><span class="n">h_pos</span><span class="p">,</span> <span class="n">s</span><span class="o">=</span><span class="n">s</span><span class="p">,</span> <span class="n">l</span><span class="o">=</span><span class="n">l</span><span class="p">,</span>
                                            <span class="n">as_cmap</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
    <span class="p">)</span>
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<span class="ansi-red-fg">---------------------------------------------------------------------------</span>
<span class="ansi-red-fg">AttributeError</span>                            Traceback (most recent call last)
<span class="ansi-green-fg">&lt;ipython-input-30-62e68348ecde&gt;</span> in <span class="ansi-cyan-fg">&lt;module&gt;</span><span class="ansi-blue-fg">()</span>
<span class="ansi-green-intense-fg ansi-bold">      1</span> <span class="ansi-green-fg">from</span> IPython<span class="ansi-blue-fg">.</span>html <span class="ansi-green-fg">import</span> widgets
<span class="ansi-green-fg">----&gt; 2</span><span class="ansi-red-fg"> </span><span class="ansi-blue-fg">@</span>widgets<span class="ansi-blue-fg">.</span>interact
<span class="ansi-green-intense-fg ansi-bold">      3</span> <span class="ansi-green-fg">def</span> f<span class="ansi-blue-fg">(</span>h_neg<span class="ansi-blue-fg">=</span><span class="ansi-blue-fg">(</span><span class="ansi-cyan-fg">0</span><span class="ansi-blue-fg">,</span> <span class="ansi-cyan-fg">359</span><span class="ansi-blue-fg">,</span> <span class="ansi-cyan-fg">1</span><span class="ansi-blue-fg">)</span><span class="ansi-blue-fg">,</span> h_pos<span class="ansi-blue-fg">=</span><span class="ansi-blue-fg">(</span><span class="ansi-cyan-fg">0</span><span class="ansi-blue-fg">,</span> <span class="ansi-cyan-fg">359</span><span class="ansi-blue-fg">)</span><span class="ansi-blue-fg">,</span> s<span class="ansi-blue-fg">=</span><span class="ansi-blue-fg">(</span><span class="ansi-cyan-fg">0.</span><span class="ansi-blue-fg">,</span> <span class="ansi-cyan-fg">99.9</span><span class="ansi-blue-fg">)</span><span class="ansi-blue-fg">,</span> l<span class="ansi-blue-fg">=</span><span class="ansi-blue-fg">(</span><span class="ansi-cyan-fg">0.</span><span class="ansi-blue-fg">,</span> <span class="ansi-cyan-fg">99.9</span><span class="ansi-blue-fg">)</span><span class="ansi-blue-fg">)</span><span class="ansi-blue-fg">:</span>
<span class="ansi-green-intense-fg ansi-bold">      4</span>     return df.style.background_gradient(
<span class="ansi-green-intense-fg ansi-bold">      5</span>         cmap=sns.palettes.diverging_palette(h_neg=h_neg, h_pos=h_pos, s=s, l=l,

<span class="ansi-green-fg">/home/joris/miniconda3/envs/docs/lib/python2.7/site-packages/IPython/utils/shimmodule.pyc</span> in <span class="ansi-cyan-fg">__getattr__</span><span class="ansi-blue-fg">(self, key)</span>
<span class="ansi-green-intense-fg ansi-bold">     90</span>             <span class="ansi-green-fg">return</span> import_item<span class="ansi-blue-fg">(</span>name<span class="ansi-blue-fg">)</span>
<span class="ansi-green-intense-fg ansi-bold">     91</span>         <span class="ansi-green-fg">except</span> ImportError<span class="ansi-blue-fg">:</span>
<span class="ansi-green-fg">---&gt; 92</span><span class="ansi-red-fg">             </span><span class="ansi-green-fg">raise</span> AttributeError<span class="ansi-blue-fg">(</span>key<span class="ansi-blue-fg">)</span>

<span class="ansi-red-fg">AttributeError</span>: interact</pre>
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<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-1707">在[31]：</span></div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">magnify</span><span class="p">():</span>
    <span class="k">return</span> <span class="p">[</span><span class="nb">dict</span><span class="p">(</span><span class="n">selector</span><span class="o">=</span><span class="s2">&quot;th&quot;</span><span class="p">,</span>
                 <span class="n">props</span><span class="o">=</span><span class="p">[(</span><span class="s2">&quot;font-size&quot;</span><span class="p">,</span> <span class="s2">&quot;4pt&quot;</span><span class="p">)]),</span>
            <span class="nb">dict</span><span class="p">(</span><span class="n">selector</span><span class="o">=</span><span class="s2">&quot;td&quot;</span><span class="p">,</span>
                 <span class="n">props</span><span class="o">=</span><span class="p">[(</span><span class="s1">&apos;padding&apos;</span><span class="p">,</span> <span class="s2">&quot;0em 0em&quot;</span><span class="p">)]),</span>
            <span class="nb">dict</span><span class="p">(</span><span class="n">selector</span><span class="o">=</span><span class="s2">&quot;th:hover&quot;</span><span class="p">,</span>
                 <span class="n">props</span><span class="o">=</span><span class="p">[(</span><span class="s2">&quot;font-size&quot;</span><span class="p">,</span> <span class="s2">&quot;12pt&quot;</span><span class="p">)]),</span>
            <span class="nb">dict</span><span class="p">(</span><span class="n">selector</span><span class="o">=</span><span class="s2">&quot;tr:hover td:hover&quot;</span><span class="p">,</span>
                 <span class="n">props</span><span class="o">=</span><span class="p">[(</span><span class="s1">&apos;max-width&apos;</span><span class="p">,</span> <span class="s1">&apos;200px&apos;</span><span class="p">),</span>
                        <span class="p">(</span><span class="s1">&apos;font-size&apos;</span><span class="p">,</span> <span class="s1">&apos;12pt&apos;</span><span class="p">)])</span>
<span class="p">]</span>
</pre></div>
</div>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt"><span class="yiyi-st" id="yiyi-1708">在[32]：</span></div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">seed</span><span class="p">(</span><span class="mi">25</span><span class="p">)</span>
<span class="n">cmap</span> <span class="o">=</span> <span class="n">cmap</span><span class="o">=</span><span class="n">sns</span><span class="o">.</span><span class="n">diverging_palette</span><span class="p">(</span><span class="mi">5</span><span class="p">,</span> <span class="mi">250</span><span class="p">,</span> <span class="n">as_cmap</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
<span class="n">df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">randn</span><span class="p">(</span><span class="mi">20</span><span class="p">,</span> <span class="mi">25</span><span class="p">))</span><span class="o">.</span><span class="n">cumsum</span><span class="p">()</span>

<span class="n">df</span><span class="o">.</span><span class="n">style</span><span class="o">.</span><span class="n">background_gradient</span><span class="p">(</span><span class="n">cmap</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>\
    <span class="o">.</span><span class="n">set_properties</span><span class="p">(</span><span class="o">**</span><span class="p">{</span><span class="s1">&apos;max-width&apos;</span><span class="p">:</span> <span class="s1">&apos;80px&apos;</span><span class="p">,</span> <span class="s1">&apos;font-size&apos;</span><span class="p">:</span> <span class="s1">&apos;1pt&apos;</span><span class="p">})</span>\
    <span class="o">.</span><span class="n">set_caption</span><span class="p">(</span><span class="s2">&quot;Hover to magify&quot;</span><span class="p">)</span>\
    <span class="o">.</span><span class="n">set_precision</span><span class="p">(</span><span class="mi">2</span><span class="p">)</span>\
    <span class="o">.</span><span class="n">set_table_styles</span><span class="p">(</span><span class="n">magnify</span><span class="p">())</span>
</pre></div>
</div>
</div>
</div>
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt output_prompt"><span class="yiyi-st" id="yiyi-1709">出[32]：</span></div>
<div class="output_html rendered_html output_subarea output_execute_result">
<style type="text/css">
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ff th {
            
                font-size: 4pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ff td {
            
                padding: 0em 0em;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ff th:hover {
            
                font-size: 12pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ff tr:hover td:hover {
            
                max-width: 200px;
            
                font-size: 12pt;
            
            }
        
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col0 {
            
                background-color:  #ecf2f8;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col1 {
            
                background-color:  #b8cce5;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col2 {
            
                background-color:  #efb1be;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col3 {
            
                background-color:  #f3c2cc;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col4 {
            
                background-color:  #eeaab7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col5 {
            
                background-color:  #f8dce2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col6 {
            
                background-color:  #f2c1cb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col7 {
            
                background-color:  #83a6d2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col8 {
            
                background-color:  #de5f79;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col9 {
            
                background-color:  #c3d4e9;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col10 {
            
                background-color:  #eeacba;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col11 {
            
                background-color:  #f7dae0;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col12 {
            
                background-color:  #6f98ca;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col13 {
            
                background-color:  #e890a1;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col14 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col15 {
            
                background-color:  #ea96a7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col16 {
            
                background-color:  #adc4e1;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col17 {
            
                background-color:  #eca3b1;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col18 {
            
                background-color:  #b7cbe5;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col19 {
            
                background-color:  #f5ced6;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col20 {
            
                background-color:  #6590c7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col21 {
            
                background-color:  #d73c5b;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col22 {
            
                background-color:  #4479bb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col23 {
            
                background-color:  #cfddee;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col24 {
            
                background-color:  #e58094;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col0 {
            
                background-color:  #e4798e;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col1 {
            
                background-color:  #aec5e1;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col2 {
            
                background-color:  #eb9ead;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col3 {
            
                background-color:  #ec9faf;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col4 {
            
                background-color:  #cbdaec;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col5 {
            
                background-color:  #f9e0e5;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col6 {
            
                background-color:  #db4f6b;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col7 {
            
                background-color:  #4479bb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col8 {
            
                background-color:  #e57f93;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col9 {
            
                background-color:  #bdd0e7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col10 {
            
                background-color:  #f3c2cc;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col11 {
            
                background-color:  #f8dfe4;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col12 {
            
                background-color:  #b0c6e2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col13 {
            
                background-color:  #ec9faf;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col14 {
            
                background-color:  #e27389;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col15 {
            
                background-color:  #eb9dac;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col16 {
            
                background-color:  #f1b8c3;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col17 {
            
                background-color:  #efb1be;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col18 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col19 {
            
                background-color:  #f8dce2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col20 {
            
                background-color:  #a0bbdc;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col21 {
            
                background-color:  #d73c5b;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col22 {
            
                background-color:  #86a8d3;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col23 {
            
                background-color:  #d9e4f1;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col24 {
            
                background-color:  #ecf2f8;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col0 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col1 {
            
                background-color:  #5887c2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col2 {
            
                background-color:  #f2bfca;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col3 {
            
                background-color:  #c7d7eb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col4 {
            
                background-color:  #82a5d1;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col5 {
            
                background-color:  #ebf1f8;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col6 {
            
                background-color:  #e78a9d;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col7 {
            
                background-color:  #4479bb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col8 {
            
                background-color:  #f1bbc6;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col9 {
            
                background-color:  #779dcd;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col10 {
            
                background-color:  #d4e0ef;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col11 {
            
                background-color:  #e6edf6;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col12 {
            
                background-color:  #e0e9f4;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col13 {
            
                background-color:  #fbeaed;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col14 {
            
                background-color:  #e78a9d;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col15 {
            
                background-color:  #fae7eb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col16 {
            
                background-color:  #e6edf6;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col17 {
            
                background-color:  #e6edf6;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col18 {
            
                background-color:  #b9cde6;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col19 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col20 {
            
                background-color:  #a0bbdc;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col21 {
            
                background-color:  #d73c5b;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col22 {
            
                background-color:  #618ec5;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col23 {
            
                background-color:  #8faed6;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col24 {
            
                background-color:  #c3d4e9;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col0 {
            
                background-color:  #f6d5db;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col1 {
            
                background-color:  #5384c0;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col2 {
            
                background-color:  #f1bbc6;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col3 {
            
                background-color:  #c7d7eb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col4 {
            
                background-color:  #4479bb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col5 {
            
                background-color:  #e7eef6;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col6 {
            
                background-color:  #e58195;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col7 {
            
                background-color:  #4479bb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col8 {
            
                background-color:  #f2c1cb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col9 {
            
                background-color:  #b1c7e2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col10 {
            
                background-color:  #d4e0ef;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col11 {
            
                background-color:  #c1d3e8;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col12 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col13 {
            
                background-color:  #cedced;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col14 {
            
                background-color:  #e7899c;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col15 {
            
                background-color:  #eeacba;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col16 {
            
                background-color:  #e2eaf4;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col17 {
            
                background-color:  #f7d6dd;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col18 {
            
                background-color:  #a8c0df;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col19 {
            
                background-color:  #f5ccd4;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col20 {
            
                background-color:  #b7cbe5;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col21 {
            
                background-color:  #d73c5b;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col22 {
            
                background-color:  #739acc;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col23 {
            
                background-color:  #8dadd5;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col24 {
            
                background-color:  #cddbed;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col0 {
            
                background-color:  #ea9aaa;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col1 {
            
                background-color:  #5887c2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col2 {
            
                background-color:  #f4c9d2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col3 {
            
                background-color:  #f5ced6;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col4 {
            
                background-color:  #4479bb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col5 {
            
                background-color:  #fae4e9;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col6 {
            
                background-color:  #e78c9e;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col7 {
            
                background-color:  #5182bf;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col8 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col9 {
            
                background-color:  #c1d3e8;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col10 {
            
                background-color:  #e8eff7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col11 {
            
                background-color:  #c9d8eb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col12 {
            
                background-color:  #eaf0f7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col13 {
            
                background-color:  #f9e2e6;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col14 {
            
                background-color:  #e47c91;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col15 {
            
                background-color:  #eda8b6;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col16 {
            
                background-color:  #fae6ea;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col17 {
            
                background-color:  #f5ccd4;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col18 {
            
                background-color:  #b3c9e3;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col19 {
            
                background-color:  #f4cad3;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col20 {
            
                background-color:  #9fbadc;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col21 {
            
                background-color:  #d73c5b;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col22 {
            
                background-color:  #7da2cf;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col23 {
            
                background-color:  #95b3d8;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col24 {
            
                background-color:  #a2bcdd;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col0 {
            
                background-color:  #fbeaed;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col1 {
            
                background-color:  #6490c6;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col2 {
            
                background-color:  #f6d1d8;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col3 {
            
                background-color:  #f3c6cf;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col4 {
            
                background-color:  #4479bb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col5 {
            
                background-color:  #fae6ea;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col6 {
            
                background-color:  #e68598;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col7 {
            
                background-color:  #6d96ca;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col8 {
            
                background-color:  #f9e3e7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col9 {
            
                background-color:  #fae7eb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col10 {
            
                background-color:  #bdd0e7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col11 {
            
                background-color:  #e0e9f4;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col12 {
            
                background-color:  #f5ced6;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col13 {
            
                background-color:  #e6edf6;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col14 {
            
                background-color:  #e47a90;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col15 {
            
                background-color:  #fbeaed;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col16 {
            
                background-color:  #f3c5ce;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col17 {
            
                background-color:  #f7dae0;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col18 {
            
                background-color:  #cbdaec;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col19 {
            
                background-color:  #f6d2d9;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col20 {
            
                background-color:  #b5cae4;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col21 {
            
                background-color:  #d73c5b;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col22 {
            
                background-color:  #8faed6;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col23 {
            
                background-color:  #a3bddd;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col24 {
            
                background-color:  #7199cb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col0 {
            
                background-color:  #e6edf6;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col1 {
            
                background-color:  #4e80be;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col2 {
            
                background-color:  #f8dee3;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col3 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col4 {
            
                background-color:  #6a94c9;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col5 {
            
                background-color:  #fae4e9;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col6 {
            
                background-color:  #f3c2cc;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col7 {
            
                background-color:  #759ccd;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col8 {
            
                background-color:  #f2c1cb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col9 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col10 {
            
                background-color:  #cbdaec;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col11 {
            
                background-color:  #c5d5ea;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col12 {
            
                background-color:  #fae6ea;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col13 {
            
                background-color:  #c6d6ea;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col14 {
            
                background-color:  #eca3b1;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col15 {
            
                background-color:  #fae4e9;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col16 {
            
                background-color:  #eeacba;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col17 {
            
                background-color:  #f6d1d8;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col18 {
            
                background-color:  #d8e3f1;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col19 {
            
                background-color:  #eb9bab;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col20 {
            
                background-color:  #a3bddd;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col21 {
            
                background-color:  #d73c5b;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col22 {
            
                background-color:  #81a4d1;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col23 {
            
                background-color:  #95b3d8;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col24 {
            
                background-color:  #4479bb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col0 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col1 {
            
                background-color:  #759ccd;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col2 {
            
                background-color:  #f2bdc8;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col3 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col4 {
            
                background-color:  #5686c1;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col5 {
            
                background-color:  #f0b5c1;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col6 {
            
                background-color:  #f4c9d2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col7 {
            
                background-color:  #628fc6;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col8 {
            
                background-color:  #e68396;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col9 {
            
                background-color:  #eda7b5;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col10 {
            
                background-color:  #f5ccd4;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col11 {
            
                background-color:  #e8eff7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col12 {
            
                background-color:  #eaf0f7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col13 {
            
                background-color:  #ebf1f8;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col14 {
            
                background-color:  #de5c76;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col15 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col16 {
            
                background-color:  #dd5671;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col17 {
            
                background-color:  #e993a4;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col18 {
            
                background-color:  #dae5f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col19 {
            
                background-color:  #e991a3;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col20 {
            
                background-color:  #dce6f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col21 {
            
                background-color:  #d73c5b;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col22 {
            
                background-color:  #a0bbdc;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col23 {
            
                background-color:  #96b4d9;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col24 {
            
                background-color:  #4479bb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col0 {
            
                background-color:  #d3dfef;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col1 {
            
                background-color:  #487cbc;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col2 {
            
                background-color:  #ea9aaa;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col3 {
            
                background-color:  #fae7eb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col4 {
            
                background-color:  #4479bb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col5 {
            
                background-color:  #eb9ead;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col6 {
            
                background-color:  #f3c5ce;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col7 {
            
                background-color:  #4d7fbe;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col8 {
            
                background-color:  #e994a5;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col9 {
            
                background-color:  #f6d5db;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col10 {
            
                background-color:  #f5ccd4;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col11 {
            
                background-color:  #d5e1f0;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col12 {
            
                background-color:  #f0b4c0;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col13 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col14 {
            
                background-color:  #da4966;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col15 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col16 {
            
                background-color:  #d73c5b;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col17 {
            
                background-color:  #ea96a7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col18 {
            
                background-color:  #ecf2f8;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col19 {
            
                background-color:  #e3748a;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col20 {
            
                background-color:  #dde7f3;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col21 {
            
                background-color:  #dc516d;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col22 {
            
                background-color:  #91b0d7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col23 {
            
                background-color:  #a8c0df;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col24 {
            
                background-color:  #5c8ac4;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col0 {
            
                background-color:  #dce6f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col1 {
            
                background-color:  #6590c7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col2 {
            
                background-color:  #ea99a9;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col3 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col4 {
            
                background-color:  #4479bb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col5 {
            
                background-color:  #f3c5ce;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col6 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col7 {
            
                background-color:  #6a94c9;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col8 {
            
                background-color:  #f6d5db;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col9 {
            
                background-color:  #ebf1f8;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col10 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col11 {
            
                background-color:  #dfe8f3;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col12 {
            
                background-color:  #efb2bf;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col13 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col14 {
            
                background-color:  #e27389;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col15 {
            
                background-color:  #f3c5ce;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col16 {
            
                background-color:  #d73c5b;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col17 {
            
                background-color:  #ea9aaa;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col18 {
            
                background-color:  #dae5f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col19 {
            
                background-color:  #e993a4;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col20 {
            
                background-color:  #b9cde6;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col21 {
            
                background-color:  #de5f79;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col22 {
            
                background-color:  #b3c9e3;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col23 {
            
                background-color:  #9fbadc;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col24 {
            
                background-color:  #6f98ca;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col0 {
            
                background-color:  #c6d6ea;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col1 {
            
                background-color:  #6f98ca;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col2 {
            
                background-color:  #ea96a7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col3 {
            
                background-color:  #f7dae0;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col4 {
            
                background-color:  #4479bb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col5 {
            
                background-color:  #f0b7c2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col6 {
            
                background-color:  #fae4e9;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col7 {
            
                background-color:  #759ccd;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col8 {
            
                background-color:  #f2bdc8;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col9 {
            
                background-color:  #f9e2e6;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col10 {
            
                background-color:  #fae7eb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col11 {
            
                background-color:  #cbdaec;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col12 {
            
                background-color:  #efb1be;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col13 {
            
                background-color:  #eaf0f7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col14 {
            
                background-color:  #e0657d;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col15 {
            
                background-color:  #eca1b0;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col16 {
            
                background-color:  #d73c5b;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col17 {
            
                background-color:  #e27087;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col18 {
            
                background-color:  #f9e2e6;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col19 {
            
                background-color:  #e68699;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col20 {
            
                background-color:  #fae6ea;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col21 {
            
                background-color:  #d73c5b;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col22 {
            
                background-color:  #d1deee;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col23 {
            
                background-color:  #82a5d1;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col24 {
            
                background-color:  #7099cb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col0 {
            
                background-color:  #a9c1e0;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col1 {
            
                background-color:  #6892c8;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col2 {
            
                background-color:  #f7d6dd;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col3 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col4 {
            
                background-color:  #4479bb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col5 {
            
                background-color:  #e4ecf5;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col6 {
            
                background-color:  #d8e3f1;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col7 {
            
                background-color:  #477bbc;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col8 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col9 {
            
                background-color:  #e7eef6;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col10 {
            
                background-color:  #cbdaec;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col11 {
            
                background-color:  #a6bfde;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col12 {
            
                background-color:  #fae8ec;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col13 {
            
                background-color:  #a9c1e0;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col14 {
            
                background-color:  #e3748a;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col15 {
            
                background-color:  #ea99a9;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col16 {
            
                background-color:  #d73c5b;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col17 {
            
                background-color:  #f0b7c2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col18 {
            
                background-color:  #f6d5db;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col19 {
            
                background-color:  #eb9ead;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col20 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col21 {
            
                background-color:  #d8415f;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col22 {
            
                background-color:  #b5cae4;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col23 {
            
                background-color:  #5182bf;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col24 {
            
                background-color:  #457abb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col0 {
            
                background-color:  #92b1d7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col1 {
            
                background-color:  #7ba0cf;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col2 {
            
                background-color:  #f3c5ce;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col3 {
            
                background-color:  #f7d7de;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col4 {
            
                background-color:  #5485c1;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col5 {
            
                background-color:  #f5cfd7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col6 {
            
                background-color:  #d4e0ef;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col7 {
            
                background-color:  #4479bb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col8 {
            
                background-color:  #f4cad3;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col9 {
            
                background-color:  #dfe8f3;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col10 {
            
                background-color:  #b0c6e2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col11 {
            
                background-color:  #9fbadc;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col12 {
            
                background-color:  #fae8ec;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col13 {
            
                background-color:  #cad9ec;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col14 {
            
                background-color:  #e991a3;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col15 {
            
                background-color:  #eca3b1;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col16 {
            
                background-color:  #de5c76;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col17 {
            
                background-color:  #f4cad3;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col18 {
            
                background-color:  #f7dae0;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col19 {
            
                background-color:  #eb9dac;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col20 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col21 {
            
                background-color:  #d73c5b;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col22 {
            
                background-color:  #acc3e1;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col23 {
            
                background-color:  #497dbd;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col24 {
            
                background-color:  #5c8ac4;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col0 {
            
                background-color:  #bccfe7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col1 {
            
                background-color:  #8faed6;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col2 {
            
                background-color:  #eda6b4;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col3 {
            
                background-color:  #f5ced6;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col4 {
            
                background-color:  #5c8ac4;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col5 {
            
                background-color:  #efb2bf;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col6 {
            
                background-color:  #f4cad3;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col7 {
            
                background-color:  #4479bb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col8 {
            
                background-color:  #f3c2cc;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col9 {
            
                background-color:  #fae8ec;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col10 {
            
                background-color:  #dde7f3;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col11 {
            
                background-color:  #bbcee6;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col12 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col13 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col14 {
            
                background-color:  #e78a9d;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col15 {
            
                background-color:  #eda7b5;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col16 {
            
                background-color:  #dc546f;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col17 {
            
                background-color:  #eca3b1;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col18 {
            
                background-color:  #e6edf6;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col19 {
            
                background-color:  #eeaab7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col20 {
            
                background-color:  #f9e3e7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col21 {
            
                background-color:  #d73c5b;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col22 {
            
                background-color:  #b8cce5;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col23 {
            
                background-color:  #7099cb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col24 {
            
                background-color:  #5e8bc4;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col0 {
            
                background-color:  #91b0d7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col1 {
            
                background-color:  #86a8d3;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col2 {
            
                background-color:  #efb2bf;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col3 {
            
                background-color:  #f9e3e7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col4 {
            
                background-color:  #5e8bc4;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col5 {
            
                background-color:  #f2bfca;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col6 {
            
                background-color:  #fae6ea;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col7 {
            
                background-color:  #6b95c9;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col8 {
            
                background-color:  #f3c6cf;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col9 {
            
                background-color:  #e8eff7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col10 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col11 {
            
                background-color:  #bdd0e7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col12 {
            
                background-color:  #95b3d8;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col13 {
            
                background-color:  #dae5f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col14 {
            
                background-color:  #eeabb8;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col15 {
            
                background-color:  #eeacba;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col16 {
            
                background-color:  #e3748a;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col17 {
            
                background-color:  #eca4b3;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col18 {
            
                background-color:  #f7d6dd;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col19 {
            
                background-color:  #f6d2d9;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col20 {
            
                background-color:  #f9e3e7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col21 {
            
                background-color:  #d73c5b;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col22 {
            
                background-color:  #9bb7da;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col23 {
            
                background-color:  #618ec5;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col24 {
            
                background-color:  #4479bb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col0 {
            
                background-color:  #5787c2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col1 {
            
                background-color:  #5e8bc4;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col2 {
            
                background-color:  #f5cfd7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col3 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col4 {
            
                background-color:  #5384c0;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col5 {
            
                background-color:  #f8dee3;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col6 {
            
                background-color:  #dce6f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col7 {
            
                background-color:  #5787c2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col8 {
            
                background-color:  #f9e3e7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col9 {
            
                background-color:  #cedced;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col10 {
            
                background-color:  #dde7f3;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col11 {
            
                background-color:  #9cb8db;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col12 {
            
                background-color:  #749bcc;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col13 {
            
                background-color:  #b2c8e3;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col14 {
            
                background-color:  #f8dfe4;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col15 {
            
                background-color:  #f4c9d2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col16 {
            
                background-color:  #eeabb8;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col17 {
            
                background-color:  #f3c6cf;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col18 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col19 {
            
                background-color:  #e2eaf4;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col20 {
            
                background-color:  #dfe8f3;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col21 {
            
                background-color:  #d73c5b;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col22 {
            
                background-color:  #94b2d8;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col23 {
            
                background-color:  #4479bb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col24 {
            
                background-color:  #5384c0;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col0 {
            
                background-color:  #6993c8;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col1 {
            
                background-color:  #6590c7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col2 {
            
                background-color:  #e2eaf4;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col3 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col4 {
            
                background-color:  #457abb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col5 {
            
                background-color:  #e3ebf5;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col6 {
            
                background-color:  #bdd0e7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col7 {
            
                background-color:  #5384c0;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col8 {
            
                background-color:  #f7d7de;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col9 {
            
                background-color:  #96b4d9;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col10 {
            
                background-color:  #b0c6e2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col11 {
            
                background-color:  #b2c8e3;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col12 {
            
                background-color:  #4a7ebd;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col13 {
            
                background-color:  #92b1d7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col14 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col15 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col16 {
            
                background-color:  #f4cad3;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col17 {
            
                background-color:  #ebf1f8;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col18 {
            
                background-color:  #dce6f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col19 {
            
                background-color:  #c9d8eb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col20 {
            
                background-color:  #bfd1e8;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col21 {
            
                background-color:  #d73c5b;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col22 {
            
                background-color:  #8faed6;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col23 {
            
                background-color:  #4479bb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col24 {
            
                background-color:  #5a88c3;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col0 {
            
                background-color:  #628fc6;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col1 {
            
                background-color:  #749bcc;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col2 {
            
                background-color:  #f9e2e6;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col3 {
            
                background-color:  #f8dee3;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col4 {
            
                background-color:  #5182bf;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col5 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col6 {
            
                background-color:  #d4e0ef;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col7 {
            
                background-color:  #5182bf;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col8 {
            
                background-color:  #f4cad3;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col9 {
            
                background-color:  #85a7d2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col10 {
            
                background-color:  #cbdaec;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col11 {
            
                background-color:  #bccfe7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col12 {
            
                background-color:  #5f8cc5;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col13 {
            
                background-color:  #a2bcdd;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col14 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col15 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col16 {
            
                background-color:  #f3c6cf;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col17 {
            
                background-color:  #fae7eb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col18 {
            
                background-color:  #fbeaed;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col19 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col20 {
            
                background-color:  #b7cbe5;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col21 {
            
                background-color:  #d73c5b;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col22 {
            
                background-color:  #86a8d3;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col23 {
            
                background-color:  #4479bb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col24 {
            
                background-color:  #739acc;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col0 {
            
                background-color:  #6a94c9;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col1 {
            
                background-color:  #6d96ca;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col2 {
            
                background-color:  #f4c9d2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col3 {
            
                background-color:  #eeaebb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col4 {
            
                background-color:  #5384c0;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col5 {
            
                background-color:  #f2bfca;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col6 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col7 {
            
                background-color:  #4479bb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col8 {
            
                background-color:  #ec9faf;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col9 {
            
                background-color:  #c6d6ea;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col10 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col11 {
            
                background-color:  #dae5f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col12 {
            
                background-color:  #4c7ebd;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col13 {
            
                background-color:  #d1deee;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col14 {
            
                background-color:  #fae6ea;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col15 {
            
                background-color:  #f7d9df;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col16 {
            
                background-color:  #eeacba;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col17 {
            
                background-color:  #f6d1d8;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col18 {
            
                background-color:  #f6d2d9;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col19 {
            
                background-color:  #f4c9d2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col20 {
            
                background-color:  #bccfe7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col21 {
            
                background-color:  #d73c5b;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col22 {
            
                background-color:  #9eb9db;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col23 {
            
                background-color:  #5485c1;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col24 {
            
                background-color:  #8babd4;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col0 {
            
                background-color:  #86a8d3;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col1 {
            
                background-color:  #5b89c3;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col2 {
            
                background-color:  #f2bfca;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col3 {
            
                background-color:  #f2bfca;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col4 {
            
                background-color:  #497dbd;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col5 {
            
                background-color:  #f2bfca;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col6 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col7 {
            
                background-color:  #5686c1;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col8 {
            
                background-color:  #eda8b6;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col9 {
            
                background-color:  #d9e4f1;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col10 {
            
                background-color:  #d5e1f0;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col11 {
            
                background-color:  #bfd1e8;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col12 {
            
                background-color:  #5787c2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col13 {
            
                background-color:  #fbeaed;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col14 {
            
                background-color:  #f8dee3;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col15 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col16 {
            
                background-color:  #eeaab7;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col17 {
            
                background-color:  #f6d1d8;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col18 {
            
                background-color:  #f7d7de;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col19 {
            
                background-color:  #f2f2f2;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col20 {
            
                background-color:  #b5cae4;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col21 {
            
                background-color:  #d73c5b;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col22 {
            
                background-color:  #9eb9db;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col23 {
            
                background-color:  #4479bb;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
            #T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col24 {
            
                background-color:  #89aad4;
            
                max-width:  80px;
            
                font-size:  1pt;
            
            }
        
        </style>
<table id="T_bd305f70_c9fe_11e6_8f44_778134d549ff" none=""><span class="yiyi-st" id="yiyi-2255"> <caption>Hover to magify</caption></span><thead>
<tr>
<th class="blank level0">
</th><th class="col_heading level0 col0" colspan="1"><span class="yiyi-st" id="yiyi-1710"> 0 </span></th><th class="col_heading level0 col1" colspan="1"><span class="yiyi-st" id="yiyi-1711"> 1 </span></th><th class="col_heading level0 col2" colspan="1"><span class="yiyi-st" id="yiyi-1712"> 2 </span></th><th class="col_heading level0 col3" colspan="1"><span class="yiyi-st" id="yiyi-1713"> 3 </span></th><th class="col_heading level0 col4" colspan="1"><span class="yiyi-st" id="yiyi-1714"> 4 </span></th><th class="col_heading level0 col5" colspan="1"><span class="yiyi-st" id="yiyi-1715"> 5 </span></th><th class="col_heading level0 col6" colspan="1"><span class="yiyi-st" id="yiyi-1716"> 6 </span></th><th class="col_heading level0 col7" colspan="1"><span class="yiyi-st" id="yiyi-1717"> 7 </span></th><th class="col_heading level0 col8" colspan="1"><span class="yiyi-st" id="yiyi-1718"> 8 </span></th><th class="col_heading level0 col9" colspan="1"><span class="yiyi-st" id="yiyi-1719"> 9 </span></th><th class="col_heading level0 col10" colspan="1"><span class="yiyi-st" id="yiyi-1720"> 10 </span></th><th class="col_heading level0 col11" colspan="1"><span class="yiyi-st" id="yiyi-1721"> 11 </span></th><th class="col_heading level0 col12" colspan="1"><span class="yiyi-st" id="yiyi-1722"> 12 </span></th><th class="col_heading level0 col13" colspan="1"><span class="yiyi-st" id="yiyi-1723"> 13 </span></th><th class="col_heading level0 col14" colspan="1"><span class="yiyi-st" id="yiyi-1724"> 14 </span></th><th class="col_heading level0 col15" colspan="1"><span class="yiyi-st" id="yiyi-1725"> 15 </span></th><th class="col_heading level0 col16" colspan="1"><span class="yiyi-st" id="yiyi-1726"> 16 </span></th><th class="col_heading level0 col17" colspan="1"><span class="yiyi-st" id="yiyi-1727"> 17 </span></th><th class="col_heading level0 col18" colspan="1"><span class="yiyi-st" id="yiyi-1728"> 18 </span></th><th class="col_heading level0 col19" colspan="1"><span class="yiyi-st" id="yiyi-1729"> 19 </span></th><th class="col_heading level0 col20" colspan="1"><span class="yiyi-st" id="yiyi-1730"> 20 </span></th><th class="col_heading level0 col21" colspan="1"><span class="yiyi-st" id="yiyi-1731"> 21 </span></th><th class="col_heading level0 col22" colspan="1"><span class="yiyi-st" id="yiyi-1732"> 22 </span></th><th class="col_heading level0 col23" colspan="1"><span class="yiyi-st" id="yiyi-1733"> 23 </span></th><th class="col_heading level0 col24" colspan="1"><span class="yiyi-st" id="yiyi-1734"> 24 </span></th></tr>
</thead>
<tbody>
<tr>
<th class="row_heading level0 row0" id="T_bd305f70_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1735"> 0 </span></th><td class="data row0 col0" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col0"><span class="yiyi-st" id="yiyi-1736"> 0.23 </span></td><td class="data row0 col1" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col1"><span class="yiyi-st" id="yiyi-1737"> 1 </span></td><td class="data row0 col2" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col2"><span class="yiyi-st" id="yiyi-1738">-0.84</span></td><td class="data row0 col3" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col3"><span class="yiyi-st" id="yiyi-1739">-0.59</span></td><td class="data row0 col4" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col4"><span class="yiyi-st" id="yiyi-1740">-0.96</span></td><td class="data row0 col5" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col5"><span class="yiyi-st" id="yiyi-1741">-0.22</span></td><td class="data row0 col6" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col6"><span class="yiyi-st" id="yiyi-1742">-0.62</span></td><td class="data row0 col7" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col7"><span class="yiyi-st" id="yiyi-1743"> 1.8 </span></td><td class="data row0 col8" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col8"><span class="yiyi-st" id="yiyi-1744">-2.1</span></td><td class="data row0 col9" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col9"><span class="yiyi-st" id="yiyi-1745"> 0.87 </span></td><td class="data row0 col10" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col10"><span class="yiyi-st" id="yiyi-1746">-0.92</span></td><td class="data row0 col11" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col11"><span class="yiyi-st" id="yiyi-1747">-0.23</span></td><td class="data row0 col12" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col12"><span class="yiyi-st" id="yiyi-1748"> 2.2 </span></td><td class="data row0 col13" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col13"><span class="yiyi-st" id="yiyi-1749">-1.3</span></td><td class="data row0 col14" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col14"><span class="yiyi-st" id="yiyi-1750"> 0.076 </span></td><td class="data row0 col15" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col15"><span class="yiyi-st" id="yiyi-1751">-1.2</span></td><td class="data row0 col16" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col16"><span class="yiyi-st" id="yiyi-1752"> 1.2 </span></td><td class="data row0 col17" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col17"><span class="yiyi-st" id="yiyi-1753">-1</span></td><td class="data row0 col18" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col18"><span class="yiyi-st" id="yiyi-1754"> 1.1 </span></td><td class="data row0 col19" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col19"><span class="yiyi-st" id="yiyi-1755">-0.42</span></td><td class="data row0 col20" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col20"><span class="yiyi-st" id="yiyi-1756"> 2.3 </span></td><td class="data row0 col21" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col21"><span class="yiyi-st" id="yiyi-1757">-2.6</span></td><td class="data row0 col22" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col22"><span class="yiyi-st" id="yiyi-1758"> 2.8 </span></td><td class="data row0 col23" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col23"><span class="yiyi-st" id="yiyi-1759"> 0.68 </span></td><td class="data row0 col24" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow0_col24"><span class="yiyi-st" id="yiyi-1760">-1.6</span></td></tr>
<tr>
<th class="row_heading level0 row1" id="T_bd305f70_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1761"> 1 </span></th><td class="data row1 col0" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col0"><span class="yiyi-st" id="yiyi-1762">-1.7</span></td><td class="data row1 col1" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col1"><span class="yiyi-st" id="yiyi-1763"> 1.6 </span></td><td class="data row1 col2" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col2"><span class="yiyi-st" id="yiyi-1764">-1.1</span></td><td class="data row1 col3" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col3"><span class="yiyi-st" id="yiyi-1765">-1.1</span></td><td class="data row1 col4" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col4"><span class="yiyi-st" id="yiyi-1766"> 1 </span></td><td class="data row1 col5" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col5"><span class="yiyi-st" id="yiyi-1767"> 0.0037 </span></td><td class="data row1 col6" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col6"><span class="yiyi-st" id="yiyi-1768">-2.5</span></td><td class="data row1 col7" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col7"><span class="yiyi-st" id="yiyi-1769"> 3.4 </span></td><td class="data row1 col8" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col8"><span class="yiyi-st" id="yiyi-1770">-1.7</span></td><td class="data row1 col9" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col9"><span class="yiyi-st" id="yiyi-1771"> 1.3 </span></td><td class="data row1 col10" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col10"><span class="yiyi-st" id="yiyi-1772">-0.52</span></td><td class="data row1 col11" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col11"><span class="yiyi-st" id="yiyi-1773">-0.015</span></td><td class="data row1 col12" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col12"><span class="yiyi-st" id="yiyi-1774"> 1.5 </span></td><td class="data row1 col13" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col13"><span class="yiyi-st" id="yiyi-1775">-1.1</span></td><td class="data row1 col14" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col14"><span class="yiyi-st" id="yiyi-1776">-1.9</span></td><td class="data row1 col15" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col15"><span class="yiyi-st" id="yiyi-1777">-1.1</span></td><td class="data row1 col16" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col16"><span class="yiyi-st" id="yiyi-1778">-0.68</span></td><td class="data row1 col17" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col17"><span class="yiyi-st" id="yiyi-1779">-0.81</span></td><td class="data row1 col18" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col18"><span class="yiyi-st" id="yiyi-1780"> 0.35 </span></td><td class="data row1 col19" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col19"><span class="yiyi-st" id="yiyi-1781">-0.055</span></td><td class="data row1 col20" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col20"><span class="yiyi-st" id="yiyi-1782"> 1.8 </span></td><td class="data row1 col21" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col21"><span class="yiyi-st" id="yiyi-1783">-2.8</span></td><td class="data row1 col22" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col22"><span class="yiyi-st" id="yiyi-1784"> 2.3 </span></td><td class="data row1 col23" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col23"><span class="yiyi-st" id="yiyi-1785"> 0.78 </span></td><td class="data row1 col24" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow1_col24"><span class="yiyi-st" id="yiyi-1786"> 0.44 </span></td></tr>
<tr>
<th class="row_heading level0 row2" id="T_bd305f70_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1787"> 2 </span></th><td class="data row2 col0" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col0"><span class="yiyi-st" id="yiyi-1788">-0.65</span></td><td class="data row2 col1" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col1"><span class="yiyi-st" id="yiyi-1789"> 3.2 </span></td><td class="data row2 col2" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col2"><span class="yiyi-st" id="yiyi-1790">-1.8</span></td><td class="data row2 col3" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col3"><span class="yiyi-st" id="yiyi-1791"> 0.52 </span></td><td class="data row2 col4" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col4"><span class="yiyi-st" id="yiyi-1792"> 2.2 </span></td><td class="data row2 col5" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col5"><span class="yiyi-st" id="yiyi-1793">-0.37</span></td><td class="data row2 col6" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col6"><span class="yiyi-st" id="yiyi-1794">-3</span></td><td class="data row2 col7" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col7"><span class="yiyi-st" id="yiyi-1795"> 3.7 </span></td><td class="data row2 col8" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col8"><span class="yiyi-st" id="yiyi-1796">-1.9</span></td><td class="data row2 col9" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col9"><span class="yiyi-st" id="yiyi-1797"> 2.5 </span></td><td class="data row2 col10" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col10"><span class="yiyi-st" id="yiyi-1798"> 0.21 </span></td><td class="data row2 col11" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col11"><span class="yiyi-st" id="yiyi-1799">-0.24</span></td><td class="data row2 col12" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col12"><span class="yiyi-st" id="yiyi-1800">-0.1</span></td><td class="data row2 col13" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col13"><span class="yiyi-st" id="yiyi-1801">-0.78</span></td><td class="data row2 col14" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col14"><span class="yiyi-st" id="yiyi-1802">-3</span></td><td class="data row2 col15" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col15"><span class="yiyi-st" id="yiyi-1803">-0.82</span></td><td class="data row2 col16" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col16"><span class="yiyi-st" id="yiyi-1804">-0.21</span></td><td class="data row2 col17" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col17"><span class="yiyi-st" id="yiyi-1805">-0.23</span></td><td class="data row2 col18" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col18"><span class="yiyi-st" id="yiyi-1806"> 0.86 </span></td><td class="data row2 col19" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col19"><span class="yiyi-st" id="yiyi-1807">-0.68</span></td><td class="data row2 col20" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col20"><span class="yiyi-st" id="yiyi-1808"> 1.4 </span></td><td class="data row2 col21" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col21"><span class="yiyi-st" id="yiyi-1809">-4.9</span></td><td class="data row2 col22" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col22"><span class="yiyi-st" id="yiyi-1810"> 3 </span></td><td class="data row2 col23" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col23"><span class="yiyi-st" id="yiyi-1811"> 1.9 </span></td><td class="data row2 col24" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow2_col24"><span class="yiyi-st" id="yiyi-1812"> 0.61 </span></td></tr>
<tr>
<th class="row_heading level0 row3" id="T_bd305f70_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1813"> 3 </span></th><td class="data row3 col0" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col0"><span class="yiyi-st" id="yiyi-1814">-1.6</span></td><td class="data row3 col1" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col1"><span class="yiyi-st" id="yiyi-1815"> 3.7 </span></td><td class="data row3 col2" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col2"><span class="yiyi-st" id="yiyi-1816">-2.3</span></td><td class="data row3 col3" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col3"><span class="yiyi-st" id="yiyi-1817"> 0.43 </span></td><td class="data row3 col4" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col4"><span class="yiyi-st" id="yiyi-1818"> 4.2 </span></td><td class="data row3 col5" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col5"><span class="yiyi-st" id="yiyi-1819">-0.43</span></td><td class="data row3 col6" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col6"><span class="yiyi-st" id="yiyi-1820">-3.9</span></td><td class="data row3 col7" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col7"><span class="yiyi-st" id="yiyi-1821"> 4.2 </span></td><td class="data row3 col8" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col8"><span class="yiyi-st" id="yiyi-1822">-2.1</span></td><td class="data row3 col9" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col9"><span class="yiyi-st" id="yiyi-1823"> 1.1 </span></td><td class="data row3 col10" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col10"><span class="yiyi-st" id="yiyi-1824"> 0.12 </span></td><td class="data row3 col11" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col11"><span class="yiyi-st" id="yiyi-1825"> 0.6 </span></td><td class="data row3 col12" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col12"><span class="yiyi-st" id="yiyi-1826">-0.89</span></td><td class="data row3 col13" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col13"><span class="yiyi-st" id="yiyi-1827"> 0.27 </span></td><td class="data row3 col14" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col14"><span class="yiyi-st" id="yiyi-1828">-3.7</span></td><td class="data row3 col15" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col15"><span class="yiyi-st" id="yiyi-1829">-2.7</span></td><td class="data row3 col16" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col16"><span class="yiyi-st" id="yiyi-1830">-0.31</span></td><td class="data row3 col17" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col17"><span class="yiyi-st" id="yiyi-1831">-1.6</span></td><td class="data row3 col18" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col18"><span class="yiyi-st" id="yiyi-1832"> 1.4 </span></td><td class="data row3 col19" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col19"><span class="yiyi-st" id="yiyi-1833">-1.8</span></td><td class="data row3 col20" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col20"><span class="yiyi-st" id="yiyi-1834"> 0.91 </span></td><td class="data row3 col21" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col21"><span class="yiyi-st" id="yiyi-1835">-5.8</span></td><td class="data row3 col22" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col22"><span class="yiyi-st" id="yiyi-1836"> 2.8 </span></td><td class="data row3 col23" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col23"><span class="yiyi-st" id="yiyi-1837"> 2.1 </span></td><td class="data row3 col24" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow3_col24"><span class="yiyi-st" id="yiyi-1838"> 0.28 </span></td></tr>
<tr>
<th class="row_heading level0 row4" id="T_bd305f70_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1839"> 4 </span></th><td class="data row4 col0" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col0"><span class="yiyi-st" id="yiyi-1840">-3.3</span></td><td class="data row4 col1" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col1"><span class="yiyi-st" id="yiyi-1841"> 4.5 </span></td><td class="data row4 col2" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col2"><span class="yiyi-st" id="yiyi-1842">-1.9</span></td><td class="data row4 col3" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col3"><span class="yiyi-st" id="yiyi-1843">-1.7</span></td><td class="data row4 col4" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col4"><span class="yiyi-st" id="yiyi-1844"> 5.2 </span></td><td class="data row4 col5" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col5"><span class="yiyi-st" id="yiyi-1845">-1</span></td><td class="data row4 col6" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col6"><span class="yiyi-st" id="yiyi-1846">-3.8</span></td><td class="data row4 col7" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col7"><span class="yiyi-st" id="yiyi-1847"> 4.7 </span></td><td class="data row4 col8" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col8"><span class="yiyi-st" id="yiyi-1848">-0.72</span></td><td class="data row4 col9" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col9"><span class="yiyi-st" id="yiyi-1849"> 1.1 </span></td><td class="data row4 col10" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col10"><span class="yiyi-st" id="yiyi-1850">-0.18</span></td><td class="data row4 col11" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col11"><span class="yiyi-st" id="yiyi-1851"> 0.83 </span></td><td class="data row4 col12" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col12"><span class="yiyi-st" id="yiyi-1852">-0.22</span></td><td class="data row4 col13" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col13"><span class="yiyi-st" id="yiyi-1853">-1.1</span></td><td class="data row4 col14" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col14"><span class="yiyi-st" id="yiyi-1854">-4.3</span></td><td class="data row4 col15" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col15"><span class="yiyi-st" id="yiyi-1855">-2.9</span></td><td class="data row4 col16" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col16"><span class="yiyi-st" id="yiyi-1856">-0.97</span></td><td class="data row4 col17" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col17"><span class="yiyi-st" id="yiyi-1857">-1.8</span></td><td class="data row4 col18" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col18"><span class="yiyi-st" id="yiyi-1858"> 1.5 </span></td><td class="data row4 col19" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col19"><span class="yiyi-st" id="yiyi-1859">-1.8</span></td><td class="data row4 col20" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col20"><span class="yiyi-st" id="yiyi-1860"> 2.2 </span></td><td class="data row4 col21" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col21"><span class="yiyi-st" id="yiyi-1861">-6.3</span></td><td class="data row4 col22" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col22"><span class="yiyi-st" id="yiyi-1862"> 3.3 </span></td><td class="data row4 col23" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col23"><span class="yiyi-st" id="yiyi-1863"> 2.5 </span></td><td class="data row4 col24" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow4_col24"><span class="yiyi-st" id="yiyi-1864"> 2.1 </span></td></tr>
<tr>
<th class="row_heading level0 row5" id="T_bd305f70_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1865"> 5 </span></th><td class="data row5 col0" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col0"><span class="yiyi-st" id="yiyi-1866">-0.84</span></td><td class="data row5 col1" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col1"><span class="yiyi-st" id="yiyi-1867"> 4.2 </span></td><td class="data row5 col2" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col2"><span class="yiyi-st" id="yiyi-1868">-1.7</span></td><td class="data row5 col3" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col3"><span class="yiyi-st" id="yiyi-1869">-2</span></td><td class="data row5 col4" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col4"><span class="yiyi-st" id="yiyi-1870"> 5.3 </span></td><td class="data row5 col5" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col5"><span class="yiyi-st" id="yiyi-1871">-0.99</span></td><td class="data row5 col6" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col6"><span class="yiyi-st" id="yiyi-1872">-4.1</span></td><td class="data row5 col7" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col7"><span class="yiyi-st" id="yiyi-1873"> 3.9 </span></td><td class="data row5 col8" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col8"><span class="yiyi-st" id="yiyi-1874">-1.1</span></td><td class="data row5 col9" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col9"><span class="yiyi-st" id="yiyi-1875">-0.94</span></td><td class="data row5 col10" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col10"><span class="yiyi-st" id="yiyi-1876"> 1.2 </span></td><td class="data row5 col11" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col11"><span class="yiyi-st" id="yiyi-1877"> 0.087 </span></td><td class="data row5 col12" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col12"><span class="yiyi-st" id="yiyi-1878">-1.8</span></td><td class="data row5 col13" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col13"><span class="yiyi-st" id="yiyi-1879">-0.11</span></td><td class="data row5 col14" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col14"><span class="yiyi-st" id="yiyi-1880">-4.5</span></td><td class="data row5 col15" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col15"><span class="yiyi-st" id="yiyi-1881">-0.85</span></td><td class="data row5 col16" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col16"><span class="yiyi-st" id="yiyi-1882">-2.1</span></td><td class="data row5 col17" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col17"><span class="yiyi-st" id="yiyi-1883">-1.4</span></td><td class="data row5 col18" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col18"><span class="yiyi-st" id="yiyi-1884"> 0.8 </span></td><td class="data row5 col19" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col19"><span class="yiyi-st" id="yiyi-1885">-1.6</span></td><td class="data row5 col20" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col20"><span class="yiyi-st" id="yiyi-1886"> 1.5 </span></td><td class="data row5 col21" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col21"><span class="yiyi-st" id="yiyi-1887">-6.5</span></td><td class="data row5 col22" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col22"><span class="yiyi-st" id="yiyi-1888"> 2.8 </span></td><td class="data row5 col23" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col23"><span class="yiyi-st" id="yiyi-1889"> 2.1 </span></td><td class="data row5 col24" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow5_col24"><span class="yiyi-st" id="yiyi-1890"> 3.8 </span></td></tr>
<tr>
<th class="row_heading level0 row6" id="T_bd305f70_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1891"> 6 </span></th><td class="data row6 col0" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col0"><span class="yiyi-st" id="yiyi-1892">-0.74</span></td><td class="data row6 col1" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col1"><span class="yiyi-st" id="yiyi-1893"> 5.4 </span></td><td class="data row6 col2" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col2"><span class="yiyi-st" id="yiyi-1894">-2.1</span></td><td class="data row6 col3" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col3"><span class="yiyi-st" id="yiyi-1895">-1.1</span></td><td class="data row6 col4" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col4"><span class="yiyi-st" id="yiyi-1896"> 4.2 </span></td><td class="data row6 col5" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col5"><span class="yiyi-st" id="yiyi-1897">-1.8</span></td><td class="data row6 col6" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col6"><span class="yiyi-st" id="yiyi-1898">-3.2</span></td><td class="data row6 col7" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col7"><span class="yiyi-st" id="yiyi-1899"> 3.8 </span></td><td class="data row6 col8" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col8"><span class="yiyi-st" id="yiyi-1900">-3.2</span></td><td class="data row6 col9" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col9"><span class="yiyi-st" id="yiyi-1901">-1.2</span></td><td class="data row6 col10" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col10"><span class="yiyi-st" id="yiyi-1902"> 0.34 </span></td><td class="data row6 col11" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col11"><span class="yiyi-st" id="yiyi-1903"> 0.57 </span></td><td class="data row6 col12" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col12"><span class="yiyi-st" id="yiyi-1904">-1.8</span></td><td class="data row6 col13" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col13"><span class="yiyi-st" id="yiyi-1905"> 0.54 </span></td><td class="data row6 col14" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col14"><span class="yiyi-st" id="yiyi-1906">-4.4</span></td><td class="data row6 col15" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col15"><span class="yiyi-st" id="yiyi-1907">-1.8</span></td><td class="data row6 col16" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col16"><span class="yiyi-st" id="yiyi-1908">-4</span></td><td class="data row6 col17" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col17"><span class="yiyi-st" id="yiyi-1909">-2.6</span></td><td class="data row6 col18" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col18"><span class="yiyi-st" id="yiyi-1910">-0.2</span></td><td class="data row6 col19" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col19"><span class="yiyi-st" id="yiyi-1911">-4.7</span></td><td class="data row6 col20" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col20"><span class="yiyi-st" id="yiyi-1912"> 1.9 </span></td><td class="data row6 col21" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col21"><span class="yiyi-st" id="yiyi-1913">-8.5</span></td><td class="data row6 col22" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col22"><span class="yiyi-st" id="yiyi-1914"> 3.3 </span></td><td class="data row6 col23" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col23"><span class="yiyi-st" id="yiyi-1915"> 2.5 </span></td><td class="data row6 col24" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow6_col24"><span class="yiyi-st" id="yiyi-1916"> 5.8 </span></td></tr>
<tr>
<th class="row_heading level0 row7" id="T_bd305f70_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1917"> 7 </span></th><td class="data row7 col0" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col0"><span class="yiyi-st" id="yiyi-1918">-0.44</span></td><td class="data row7 col1" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col1"><span class="yiyi-st" id="yiyi-1919"> 4.7 </span></td><td class="data row7 col2" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col2"><span class="yiyi-st" id="yiyi-1920">-2.3</span></td><td class="data row7 col3" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col3"><span class="yiyi-st" id="yiyi-1921">-0.21</span></td><td class="data row7 col4" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col4"><span class="yiyi-st" id="yiyi-1922"> 5.9 </span></td><td class="data row7 col5" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col5"><span class="yiyi-st" id="yiyi-1923">-2.6</span></td><td class="data row7 col6" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col6"><span class="yiyi-st" id="yiyi-1924">-1.8</span></td><td class="data row7 col7" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col7"><span class="yiyi-st" id="yiyi-1925"> 5.5 </span></td><td class="data row7 col8" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col8"><span class="yiyi-st" id="yiyi-1926">-4.5</span></td><td class="data row7 col9" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col9"><span class="yiyi-st" id="yiyi-1927">-3.2</span></td><td class="data row7 col10" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col10"><span class="yiyi-st" id="yiyi-1928">-1.7</span></td><td class="data row7 col11" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col11"><span class="yiyi-st" id="yiyi-1929"> 0.18 </span></td><td class="data row7 col12" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col12"><span class="yiyi-st" id="yiyi-1930"> 0.11 </span></td><td class="data row7 col13" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col13"><span class="yiyi-st" id="yiyi-1931"> 0.036 </span></td><td class="data row7 col14" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col14"><span class="yiyi-st" id="yiyi-1932">-6</span></td><td class="data row7 col15" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col15"><span class="yiyi-st" id="yiyi-1933">-0.45</span></td><td class="data row7 col16" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col16"><span class="yiyi-st" id="yiyi-1934">-6.2</span></td><td class="data row7 col17" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col17"><span class="yiyi-st" id="yiyi-1935">-3.9</span></td><td class="data row7 col18" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col18"><span class="yiyi-st" id="yiyi-1936"> 0.71 </span></td><td class="data row7 col19" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col19"><span class="yiyi-st" id="yiyi-1937">-3.9</span></td><td class="data row7 col20" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col20"><span class="yiyi-st" id="yiyi-1938"> 0.67 </span></td><td class="data row7 col21" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col21"><span class="yiyi-st" id="yiyi-1939">-7.3</span></td><td class="data row7 col22" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col22"><span class="yiyi-st" id="yiyi-1940"> 3 </span></td><td class="data row7 col23" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col23"><span class="yiyi-st" id="yiyi-1941"> 3.4 </span></td><td class="data row7 col24" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow7_col24"><span class="yiyi-st" id="yiyi-1942"> 6.7 </span></td></tr>
<tr>
<th class="row_heading level0 row8" id="T_bd305f70_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1943"> 8 </span></th><td class="data row8 col0" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col0"><span class="yiyi-st" id="yiyi-1944"> 0.92 </span></td><td class="data row8 col1" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col1"><span class="yiyi-st" id="yiyi-1945"> 5.8 </span></td><td class="data row8 col2" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col2"><span class="yiyi-st" id="yiyi-1946">-3.3</span></td><td class="data row8 col3" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col3"><span class="yiyi-st" id="yiyi-1947">-0.65</span></td><td class="data row8 col4" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col4"><span class="yiyi-st" id="yiyi-1948"> 6 </span></td><td class="data row8 col5" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col5"><span class="yiyi-st" id="yiyi-1949">-3.2</span></td><td class="data row8 col6" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col6"><span class="yiyi-st" id="yiyi-1950">-1.8</span></td><td class="data row8 col7" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col7"><span class="yiyi-st" id="yiyi-1951"> 5.6 </span></td><td class="data row8 col8" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col8"><span class="yiyi-st" id="yiyi-1952">-3.5</span></td><td class="data row8 col9" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col9"><span class="yiyi-st" id="yiyi-1953">-1.3</span></td><td class="data row8 col10" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col10"><span class="yiyi-st" id="yiyi-1954">-1.6</span></td><td class="data row8 col11" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col11"><span class="yiyi-st" id="yiyi-1955"> 0.82 </span></td><td class="data row8 col12" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col12"><span class="yiyi-st" id="yiyi-1956">-2.4</span></td><td class="data row8 col13" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col13"><span class="yiyi-st" id="yiyi-1957">-0.4</span></td><td class="data row8 col14" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col14"><span class="yiyi-st" id="yiyi-1958">-6.1</span></td><td class="data row8 col15" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col15"><span class="yiyi-st" id="yiyi-1959">-0.52</span></td><td class="data row8 col16" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col16"><span class="yiyi-st" id="yiyi-1960">-6.6</span></td><td class="data row8 col17" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col17"><span class="yiyi-st" id="yiyi-1961">-3.5</span></td><td class="data row8 col18" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col18"><span class="yiyi-st" id="yiyi-1962">-0.043</span></td><td class="data row8 col19" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col19"><span class="yiyi-st" id="yiyi-1963">-4.6</span></td><td class="data row8 col20" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col20"><span class="yiyi-st" id="yiyi-1964"> 0.51 </span></td><td class="data row8 col21" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col21"><span class="yiyi-st" id="yiyi-1965">-5.8</span></td><td class="data row8 col22" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col22"><span class="yiyi-st" id="yiyi-1966"> 3.2 </span></td><td class="data row8 col23" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col23"><span class="yiyi-st" id="yiyi-1967"> 2.4 </span></td><td class="data row8 col24" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow8_col24"><span class="yiyi-st" id="yiyi-1968"> 5.1 </span></td></tr>
<tr>
<th class="row_heading level0 row9" id="T_bd305f70_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1969"> 9 </span></th><td class="data row9 col0" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col0"><span class="yiyi-st" id="yiyi-1970"> 0.38 </span></td><td class="data row9 col1" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col1"><span class="yiyi-st" id="yiyi-1971"> 5.5 </span></td><td class="data row9 col2" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col2"><span class="yiyi-st" id="yiyi-1972">-4.5</span></td><td class="data row9 col3" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col3"><span class="yiyi-st" id="yiyi-1973">-0.8</span></td><td class="data row9 col4" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col4"><span class="yiyi-st" id="yiyi-1974"> 7.1 </span></td><td class="data row9 col5" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col5"><span class="yiyi-st" id="yiyi-1975">-2.6</span></td><td class="data row9 col6" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col6"><span class="yiyi-st" id="yiyi-1976">-0.44</span></td><td class="data row9 col7" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col7"><span class="yiyi-st" id="yiyi-1977"> 5.3 </span></td><td class="data row9 col8" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col8"><span class="yiyi-st" id="yiyi-1978">-2</span></td><td class="data row9 col9" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col9"><span class="yiyi-st" id="yiyi-1979">-0.33</span></td><td class="data row9 col10" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col10"><span class="yiyi-st" id="yiyi-1980">-0.8</span></td><td class="data row9 col11" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col11"><span class="yiyi-st" id="yiyi-1981"> 0.26 </span></td><td class="data row9 col12" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col12"><span class="yiyi-st" id="yiyi-1982">-3.4</span></td><td class="data row9 col13" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col13"><span class="yiyi-st" id="yiyi-1983">-0.82</span></td><td class="data row9 col14" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col14"><span class="yiyi-st" id="yiyi-1984">-6.1</span></td><td class="data row9 col15" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col15"><span class="yiyi-st" id="yiyi-1985">-2.6</span></td><td class="data row9 col16" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col16"><span class="yiyi-st" id="yiyi-1986">-8.5</span></td><td class="data row9 col17" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col17"><span class="yiyi-st" id="yiyi-1987">-4.5</span></td><td class="data row9 col18" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col18"><span class="yiyi-st" id="yiyi-1988"> 0.41 </span></td><td class="data row9 col19" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col19"><span class="yiyi-st" id="yiyi-1989">-4.7</span></td><td class="data row9 col20" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col20"><span class="yiyi-st" id="yiyi-1990"> 1.9 </span></td><td class="data row9 col21" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col21"><span class="yiyi-st" id="yiyi-1991">-6.9</span></td><td class="data row9 col22" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col22"><span class="yiyi-st" id="yiyi-1992"> 2.1 </span></td><td class="data row9 col23" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col23"><span class="yiyi-st" id="yiyi-1993"> 3 </span></td><td class="data row9 col24" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow9_col24"><span class="yiyi-st" id="yiyi-1994"> 5.2 </span></td></tr>
<tr>
<th class="row_heading level0 row10" id="T_bd305f70_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-1995"> 10 </span></th><td class="data row10 col0" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col0"><span class="yiyi-st" id="yiyi-1996"> 2.1 </span></td><td class="data row10 col1" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col1"><span class="yiyi-st" id="yiyi-1997"> 5.8 </span></td><td class="data row10 col2" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col2"><span class="yiyi-st" id="yiyi-1998">-3.9</span></td><td class="data row10 col3" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col3"><span class="yiyi-st" id="yiyi-1999">-0.98</span></td><td class="data row10 col4" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col4"><span class="yiyi-st" id="yiyi-2000"> 7.8 </span></td><td class="data row10 col5" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col5"><span class="yiyi-st" id="yiyi-2001">-2.5</span></td><td class="data row10 col6" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col6"><span class="yiyi-st" id="yiyi-2002">-0.59</span></td><td class="data row10 col7" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col7"><span class="yiyi-st" id="yiyi-2003"> 5.6 </span></td><td class="data row10 col8" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col8"><span class="yiyi-st" id="yiyi-2004">-2.2</span></td><td class="data row10 col9" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col9"><span class="yiyi-st" id="yiyi-2005">-0.71</span></td><td class="data row10 col10" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col10"><span class="yiyi-st" id="yiyi-2006">-0.46</span></td><td class="data row10 col11" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col11"><span class="yiyi-st" id="yiyi-2007"> 1.8 </span></td><td class="data row10 col12" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col12"><span class="yiyi-st" id="yiyi-2008">-2.8</span></td><td class="data row10 col13" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col13"><span class="yiyi-st" id="yiyi-2009"> 0.48 </span></td><td class="data row10 col14" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col14"><span class="yiyi-st" id="yiyi-2010">-6</span></td><td class="data row10 col15" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col15"><span class="yiyi-st" id="yiyi-2011">-3.4</span></td><td class="data row10 col16" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col16"><span class="yiyi-st" id="yiyi-2012">-7.8</span></td><td class="data row10 col17" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col17"><span class="yiyi-st" id="yiyi-2013">-5.5</span></td><td class="data row10 col18" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col18"><span class="yiyi-st" id="yiyi-2014">-0.7</span></td><td class="data row10 col19" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col19"><span class="yiyi-st" id="yiyi-2015">-4.6</span></td><td class="data row10 col20" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col20"><span class="yiyi-st" id="yiyi-2016">-0.52</span></td><td class="data row10 col21" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col21"><span class="yiyi-st" id="yiyi-2017">-7.7</span></td><td class="data row10 col22" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col22"><span class="yiyi-st" id="yiyi-2018"> 1.5 </span></td><td class="data row10 col23" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col23"><span class="yiyi-st" id="yiyi-2019"> 5 </span></td><td class="data row10 col24" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow10_col24"><span class="yiyi-st" id="yiyi-2020"> 5.8 </span></td></tr>
<tr>
<th class="row_heading level0 row11" id="T_bd305f70_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-2021"> 11 </span></th><td class="data row11 col0" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col0"><span class="yiyi-st" id="yiyi-2022"> 1.9 </span></td><td class="data row11 col1" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col1"><span class="yiyi-st" id="yiyi-2023"> 4.5 </span></td><td class="data row11 col2" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col2"><span class="yiyi-st" id="yiyi-2024">-2.2</span></td><td class="data row11 col3" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col3"><span class="yiyi-st" id="yiyi-2025">-1.4</span></td><td class="data row11 col4" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col4"><span class="yiyi-st" id="yiyi-2026"> 5.9 </span></td><td class="data row11 col5" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col5"><span class="yiyi-st" id="yiyi-2027">-0.49</span></td><td class="data row11 col6" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col6"><span class="yiyi-st" id="yiyi-2028"> 0.017 </span></td><td class="data row11 col7" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col7"><span class="yiyi-st" id="yiyi-2029"> 5.8 </span></td><td class="data row11 col8" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col8"><span class="yiyi-st" id="yiyi-2030">-1</span></td><td class="data row11 col9" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col9"><span class="yiyi-st" id="yiyi-2031">-0.6</span></td><td class="data row11 col10" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col10"><span class="yiyi-st" id="yiyi-2032"> 0.49 </span></td><td class="data row11 col11" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col11"><span class="yiyi-st" id="yiyi-2033"> 2 </span></td><td class="data row11 col12" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col12"><span class="yiyi-st" id="yiyi-2034">-1.5</span></td><td class="data row11 col13" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col13"><span class="yiyi-st" id="yiyi-2035"> 1.9 </span></td><td class="data row11 col14" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col14"><span class="yiyi-st" id="yiyi-2036">-5.9</span></td><td class="data row11 col15" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col15"><span class="yiyi-st" id="yiyi-2037">-4.5</span></td><td class="data row11 col16" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col16"><span class="yiyi-st" id="yiyi-2038">-8.2</span></td><td class="data row11 col17" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col17"><span class="yiyi-st" id="yiyi-2039">-3.4</span></td><td class="data row11 col18" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col18"><span class="yiyi-st" id="yiyi-2040">-2.2</span></td><td class="data row11 col19" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col19"><span class="yiyi-st" id="yiyi-2041">-4.3</span></td><td class="data row11 col20" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col20"><span class="yiyi-st" id="yiyi-2042">-1.2</span></td><td class="data row11 col21" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col21"><span class="yiyi-st" id="yiyi-2043">-7.9</span></td><td class="data row11 col22" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col22"><span class="yiyi-st" id="yiyi-2044"> 1.4 </span></td><td class="data row11 col23" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col23"><span class="yiyi-st" id="yiyi-2045"> 5.3 </span></td><td class="data row11 col24" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow11_col24"><span class="yiyi-st" id="yiyi-2046"> 5.8 </span></td></tr>
<tr>
<th class="row_heading level0 row12" id="T_bd305f70_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-2047"> 12 </span></th><td class="data row12 col0" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col0"><span class="yiyi-st" id="yiyi-2048"> 3.2 </span></td><td class="data row12 col1" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col1"><span class="yiyi-st" id="yiyi-2049"> 4.2 </span></td><td class="data row12 col2" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col2"><span class="yiyi-st" id="yiyi-2050">-3.1</span></td><td class="data row12 col3" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col3"><span class="yiyi-st" id="yiyi-2051">-2.3</span></td><td class="data row12 col4" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col4"><span class="yiyi-st" id="yiyi-2052"> 5.9 </span></td><td class="data row12 col5" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col5"><span class="yiyi-st" id="yiyi-2053">-2.6</span></td><td class="data row12 col6" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col6"><span class="yiyi-st" id="yiyi-2054"> 0.33 </span></td><td class="data row12 col7" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col7"><span class="yiyi-st" id="yiyi-2055"> 6.7 </span></td><td class="data row12 col8" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col8"><span class="yiyi-st" id="yiyi-2056">-2.8</span></td><td class="data row12 col9" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col9"><span class="yiyi-st" id="yiyi-2057">-0.2</span></td><td class="data row12 col10" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col10"><span class="yiyi-st" id="yiyi-2058"> 1.9 </span></td><td class="data row12 col11" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col11"><span class="yiyi-st" id="yiyi-2059"> 2.6 </span></td><td class="data row12 col12" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col12"><span class="yiyi-st" id="yiyi-2060">-1.5</span></td><td class="data row12 col13" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col13"><span class="yiyi-st" id="yiyi-2061"> 0.75 </span></td><td class="data row12 col14" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col14"><span class="yiyi-st" id="yiyi-2062">-5.3</span></td><td class="data row12 col15" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col15"><span class="yiyi-st" id="yiyi-2063">-4.5</span></td><td class="data row12 col16" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col16"><span class="yiyi-st" id="yiyi-2064">-7.6</span></td><td class="data row12 col17" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col17"><span class="yiyi-st" id="yiyi-2065">-2.9</span></td><td class="data row12 col18" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col18"><span class="yiyi-st" id="yiyi-2066">-2.2</span></td><td class="data row12 col19" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col19"><span class="yiyi-st" id="yiyi-2067">-4.8</span></td><td class="data row12 col20" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col20"><span class="yiyi-st" id="yiyi-2068">-1.1</span></td><td class="data row12 col21" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col21"><span class="yiyi-st" id="yiyi-2069">-9</span></td><td class="data row12 col22" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col22"><span class="yiyi-st" id="yiyi-2070"> 2.1 </span></td><td class="data row12 col23" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col23"><span class="yiyi-st" id="yiyi-2071"> 6.4 </span></td><td class="data row12 col24" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow12_col24"><span class="yiyi-st" id="yiyi-2072"> 5.6 </span></td></tr>
<tr>
<th class="row_heading level0 row13" id="T_bd305f70_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-2073"> 13 </span></th><td class="data row13 col0" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col0"><span class="yiyi-st" id="yiyi-2074"> 2.3 </span></td><td class="data row13 col1" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col1"><span class="yiyi-st" id="yiyi-2075"> 4.5 </span></td><td class="data row13 col2" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col2"><span class="yiyi-st" id="yiyi-2076">-3.9</span></td><td class="data row13 col3" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col3"><span class="yiyi-st" id="yiyi-2077">-2</span></td><td class="data row13 col4" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col4"><span class="yiyi-st" id="yiyi-2078"> 6.8 </span></td><td class="data row13 col5" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col5"><span class="yiyi-st" id="yiyi-2079">-3.3</span></td><td class="data row13 col6" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col6"><span class="yiyi-st" id="yiyi-2080">-2.2</span></td><td class="data row13 col7" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col7"><span class="yiyi-st" id="yiyi-2081"> 8 </span></td><td class="data row13 col8" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col8"><span class="yiyi-st" id="yiyi-2082">-2.6</span></td><td class="data row13 col9" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col9"><span class="yiyi-st" id="yiyi-2083">-0.8</span></td><td class="data row13 col10" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col10"><span class="yiyi-st" id="yiyi-2084"> 0.71 </span></td><td class="data row13 col11" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col11"><span class="yiyi-st" id="yiyi-2085"> 2.3 </span></td><td class="data row13 col12" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col12"><span class="yiyi-st" id="yiyi-2086">-0.16</span></td><td class="data row13 col13" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col13"><span class="yiyi-st" id="yiyi-2087">-0.46</span></td><td class="data row13 col14" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col14"><span class="yiyi-st" id="yiyi-2088">-5.1</span></td><td class="data row13 col15" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col15"><span class="yiyi-st" id="yiyi-2089">-3.8</span></td><td class="data row13 col16" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col16"><span class="yiyi-st" id="yiyi-2090">-7.6</span></td><td class="data row13 col17" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col17"><span class="yiyi-st" id="yiyi-2091">-4</span></td><td class="data row13 col18" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col18"><span class="yiyi-st" id="yiyi-2092"> 0.33 </span></td><td class="data row13 col19" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col19"><span class="yiyi-st" id="yiyi-2093">-3.7</span></td><td class="data row13 col20" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col20"><span class="yiyi-st" id="yiyi-2094">-1</span></td><td class="data row13 col21" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col21"><span class="yiyi-st" id="yiyi-2095">-8.7</span></td><td class="data row13 col22" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col22"><span class="yiyi-st" id="yiyi-2096"> 2.5 </span></td><td class="data row13 col23" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col23"><span class="yiyi-st" id="yiyi-2097"> 5.9 </span></td><td class="data row13 col24" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow13_col24"><span class="yiyi-st" id="yiyi-2098"> 6.7 </span></td></tr>
<tr>
<th class="row_heading level0 row14" id="T_bd305f70_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-2099"> 14 </span></th><td class="data row14 col0" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col0"><span class="yiyi-st" id="yiyi-2100"> 3.8 </span></td><td class="data row14 col1" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col1"><span class="yiyi-st" id="yiyi-2101"> 4.3 </span></td><td class="data row14 col2" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col2"><span class="yiyi-st" id="yiyi-2102">-3.9</span></td><td class="data row14 col3" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col3"><span class="yiyi-st" id="yiyi-2103">-1.6</span></td><td class="data row14 col4" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col4"><span class="yiyi-st" id="yiyi-2104"> 6.2 </span></td><td class="data row14 col5" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col5"><span class="yiyi-st" id="yiyi-2105">-3.2</span></td><td class="data row14 col6" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col6"><span class="yiyi-st" id="yiyi-2106">-1.5</span></td><td class="data row14 col7" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col7"><span class="yiyi-st" id="yiyi-2107"> 5.6 </span></td><td class="data row14 col8" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col8"><span class="yiyi-st" id="yiyi-2108">-2.9</span></td><td class="data row14 col9" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col9"><span class="yiyi-st" id="yiyi-2109">-0.33</span></td><td class="data row14 col10" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col10"><span class="yiyi-st" id="yiyi-2110">-0.97</span></td><td class="data row14 col11" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col11"><span class="yiyi-st" id="yiyi-2111"> 1.7 </span></td><td class="data row14 col12" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col12"><span class="yiyi-st" id="yiyi-2112"> 3.6 </span></td><td class="data row14 col13" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col13"><span class="yiyi-st" id="yiyi-2113"> 0.29 </span></td><td class="data row14 col14" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col14"><span class="yiyi-st" id="yiyi-2114">-4.2</span></td><td class="data row14 col15" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col15"><span class="yiyi-st" id="yiyi-2115">-4.1</span></td><td class="data row14 col16" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col16"><span class="yiyi-st" id="yiyi-2116">-6.7</span></td><td class="data row14 col17" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col17"><span class="yiyi-st" id="yiyi-2117">-4.5</span></td><td class="data row14 col18" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col18"><span class="yiyi-st" id="yiyi-2118">-2.2</span></td><td class="data row14 col19" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col19"><span class="yiyi-st" id="yiyi-2119">-2.4</span></td><td class="data row14 col20" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col20"><span class="yiyi-st" id="yiyi-2120">-1.6</span></td><td class="data row14 col21" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col21"><span class="yiyi-st" id="yiyi-2121">-9.4</span></td><td class="data row14 col22" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col22"><span class="yiyi-st" id="yiyi-2122"> 3.4 </span></td><td class="data row14 col23" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col23"><span class="yiyi-st" id="yiyi-2123"> 6.1 </span></td><td class="data row14 col24" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow14_col24"><span class="yiyi-st" id="yiyi-2124"> 7.5 </span></td></tr>
<tr>
<th class="row_heading level0 row15" id="T_bd305f70_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-2125"> 15 </span></th><td class="data row15 col0" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col0"><span class="yiyi-st" id="yiyi-2126"> 5.6 </span></td><td class="data row15 col1" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col1"><span class="yiyi-st" id="yiyi-2127"> 5.3 </span></td><td class="data row15 col2" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col2"><span class="yiyi-st" id="yiyi-2128">-4</span></td><td class="data row15 col3" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col3"><span class="yiyi-st" id="yiyi-2129">-2.3</span></td><td class="data row15 col4" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col4"><span class="yiyi-st" id="yiyi-2130"> 5.9 </span></td><td class="data row15 col5" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col5"><span class="yiyi-st" id="yiyi-2131">-3.3</span></td><td class="data row15 col6" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col6"><span class="yiyi-st" id="yiyi-2132">-1</span></td><td class="data row15 col7" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col7"><span class="yiyi-st" id="yiyi-2133"> 5.7 </span></td><td class="data row15 col8" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col8"><span class="yiyi-st" id="yiyi-2134">-3.1</span></td><td class="data row15 col9" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col9"><span class="yiyi-st" id="yiyi-2135">-0.33</span></td><td class="data row15 col10" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col10"><span class="yiyi-st" id="yiyi-2136">-1.2</span></td><td class="data row15 col11" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col11"><span class="yiyi-st" id="yiyi-2137"> 2.2 </span></td><td class="data row15 col12" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col12"><span class="yiyi-st" id="yiyi-2138"> 4.2 </span></td><td class="data row15 col13" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col13"><span class="yiyi-st" id="yiyi-2139"> 1 </span></td><td class="data row15 col14" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col14"><span class="yiyi-st" id="yiyi-2140">-3.2</span></td><td class="data row15 col15" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col15"><span class="yiyi-st" id="yiyi-2141">-4.3</span></td><td class="data row15 col16" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col16"><span class="yiyi-st" id="yiyi-2142">-5.7</span></td><td class="data row15 col17" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col17"><span class="yiyi-st" id="yiyi-2143">-4.4</span></td><td class="data row15 col18" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col18"><span class="yiyi-st" id="yiyi-2144">-2.3</span></td><td class="data row15 col19" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col19"><span class="yiyi-st" id="yiyi-2145">-1.4</span></td><td class="data row15 col20" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col20"><span class="yiyi-st" id="yiyi-2146">-1.2</span></td><td class="data row15 col21" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col21"><span class="yiyi-st" id="yiyi-2147">-11</span></td><td class="data row15 col22" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col22"><span class="yiyi-st" id="yiyi-2148"> 2.6 </span></td><td class="data row15 col23" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col23"><span class="yiyi-st" id="yiyi-2149"> 6.7 </span></td><td class="data row15 col24" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow15_col24"><span class="yiyi-st" id="yiyi-2150"> 5.9 </span></td></tr>
<tr>
<th class="row_heading level0 row16" id="T_bd305f70_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-2151"> 16 </span></th><td class="data row16 col0" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col0"><span class="yiyi-st" id="yiyi-2152"> 4.1 </span></td><td class="data row16 col1" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col1"><span class="yiyi-st" id="yiyi-2153"> 4.3 </span></td><td class="data row16 col2" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col2"><span class="yiyi-st" id="yiyi-2154">-2.4</span></td><td class="data row16 col3" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col3"><span class="yiyi-st" id="yiyi-2155">-3.3</span></td><td class="data row16 col4" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col4"><span class="yiyi-st" id="yiyi-2156"> 6 </span></td><td class="data row16 col5" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col5"><span class="yiyi-st" id="yiyi-2157">-2.5</span></td><td class="data row16 col6" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col6"><span class="yiyi-st" id="yiyi-2158">-0.47</span></td><td class="data row16 col7" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col7"><span class="yiyi-st" id="yiyi-2159"> 5.3 </span></td><td class="data row16 col8" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col8"><span class="yiyi-st" id="yiyi-2160">-4.8</span></td><td class="data row16 col9" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col9"><span class="yiyi-st" id="yiyi-2161"> 1.6 </span></td><td class="data row16 col10" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col10"><span class="yiyi-st" id="yiyi-2162"> 0.23 </span></td><td class="data row16 col11" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col11"><span class="yiyi-st" id="yiyi-2163"> 0.099 </span></td><td class="data row16 col12" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col12"><span class="yiyi-st" id="yiyi-2164"> 5.8 </span></td><td class="data row16 col13" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col13"><span class="yiyi-st" id="yiyi-2165"> 1.8 </span></td><td class="data row16 col14" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col14"><span class="yiyi-st" id="yiyi-2166">-3.1</span></td><td class="data row16 col15" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col15"><span class="yiyi-st" id="yiyi-2167">-3.9</span></td><td class="data row16 col16" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col16"><span class="yiyi-st" id="yiyi-2168">-5.5</span></td><td class="data row16 col17" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col17"><span class="yiyi-st" id="yiyi-2169">-3</span></td><td class="data row16 col18" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col18"><span class="yiyi-st" id="yiyi-2170">-2.1</span></td><td class="data row16 col19" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col19"><span class="yiyi-st" id="yiyi-2171">-1.1</span></td><td class="data row16 col20" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col20"><span class="yiyi-st" id="yiyi-2172">-0.56</span></td><td class="data row16 col21" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col21"><span class="yiyi-st" id="yiyi-2173">-13</span></td><td class="data row16 col22" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col22"><span class="yiyi-st" id="yiyi-2174"> 2.1 </span></td><td class="data row16 col23" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col23"><span class="yiyi-st" id="yiyi-2175"> 6.2 </span></td><td class="data row16 col24" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow16_col24"><span class="yiyi-st" id="yiyi-2176"> 4.9 </span></td></tr>
<tr>
<th class="row_heading level0 row17" id="T_bd305f70_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-2177"> 17 </span></th><td class="data row17 col0" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col0"><span class="yiyi-st" id="yiyi-2178"> 5.6 </span></td><td class="data row17 col1" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col1"><span class="yiyi-st" id="yiyi-2179"> 4.6 </span></td><td class="data row17 col2" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col2"><span class="yiyi-st" id="yiyi-2180">-3.5</span></td><td class="data row17 col3" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col3"><span class="yiyi-st" id="yiyi-2181">-3.8</span></td><td class="data row17 col4" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col4"><span class="yiyi-st" id="yiyi-2182"> 6.6 </span></td><td class="data row17 col5" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col5"><span class="yiyi-st" id="yiyi-2183">-2.6</span></td><td class="data row17 col6" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col6"><span class="yiyi-st" id="yiyi-2184">-0.75</span></td><td class="data row17 col7" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col7"><span class="yiyi-st" id="yiyi-2185"> 6.6 </span></td><td class="data row17 col8" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col8"><span class="yiyi-st" id="yiyi-2186">-4.8</span></td><td class="data row17 col9" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col9"><span class="yiyi-st" id="yiyi-2187"> 3.6 </span></td><td class="data row17 col10" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col10"><span class="yiyi-st" id="yiyi-2188">-0.29</span></td><td class="data row17 col11" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col11"><span class="yiyi-st" id="yiyi-2189"> 0.56 </span></td><td class="data row17 col12" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col12"><span class="yiyi-st" id="yiyi-2190"> 5.8 </span></td><td class="data row17 col13" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col13"><span class="yiyi-st" id="yiyi-2191"> 2 </span></td><td class="data row17 col14" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col14"><span class="yiyi-st" id="yiyi-2192">-2.3</span></td><td class="data row17 col15" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col15"><span class="yiyi-st" id="yiyi-2193">-2.3</span></td><td class="data row17 col16" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col16"><span class="yiyi-st" id="yiyi-2194">-5</span></td><td class="data row17 col17" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col17"><span class="yiyi-st" id="yiyi-2195">-3.2</span></td><td class="data row17 col18" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col18"><span class="yiyi-st" id="yiyi-2196">-3.1</span></td><td class="data row17 col19" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col19"><span class="yiyi-st" id="yiyi-2197">-2.4</span></td><td class="data row17 col20" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col20"><span class="yiyi-st" id="yiyi-2198"> 0.84 </span></td><td class="data row17 col21" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col21"><span class="yiyi-st" id="yiyi-2199">-13</span></td><td class="data row17 col22" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col22"><span class="yiyi-st" id="yiyi-2200"> 3.6 </span></td><td class="data row17 col23" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col23"><span class="yiyi-st" id="yiyi-2201"> 7.4 </span></td><td class="data row17 col24" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow17_col24"><span class="yiyi-st" id="yiyi-2202"> 4.7 </span></td></tr>
<tr>
<th class="row_heading level0 row18" id="T_bd305f70_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-2203"> 18 </span></th><td class="data row18 col0" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col0"><span class="yiyi-st" id="yiyi-2204"> 6 </span></td><td class="data row18 col1" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col1"><span class="yiyi-st" id="yiyi-2205"> 5.8 </span></td><td class="data row18 col2" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col2"><span class="yiyi-st" id="yiyi-2206">-2.8</span></td><td class="data row18 col3" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col3"><span class="yiyi-st" id="yiyi-2207">-4.2</span></td><td class="data row18 col4" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col4"><span class="yiyi-st" id="yiyi-2208"> 7.1 </span></td><td class="data row18 col5" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col5"><span class="yiyi-st" id="yiyi-2209">-3.3</span></td><td class="data row18 col6" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col6"><span class="yiyi-st" id="yiyi-2210">-1.2</span></td><td class="data row18 col7" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col7"><span class="yiyi-st" id="yiyi-2211"> 7.9 </span></td><td class="data row18 col8" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col8"><span class="yiyi-st" id="yiyi-2212">-4.9</span></td><td class="data row18 col9" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col9"><span class="yiyi-st" id="yiyi-2213"> 1.4 </span></td><td class="data row18 col10" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col10"><span class="yiyi-st" id="yiyi-2214">-0.63</span></td><td class="data row18 col11" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col11"><span class="yiyi-st" id="yiyi-2215"> 0.35 </span></td><td class="data row18 col12" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col12"><span class="yiyi-st" id="yiyi-2216"> 7.5 </span></td><td class="data row18 col13" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col13"><span class="yiyi-st" id="yiyi-2217"> 0.87 </span></td><td class="data row18 col14" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col14"><span class="yiyi-st" id="yiyi-2218">-1.5</span></td><td class="data row18 col15" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col15"><span class="yiyi-st" id="yiyi-2219">-2.1</span></td><td class="data row18 col16" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col16"><span class="yiyi-st" id="yiyi-2220">-4.2</span></td><td class="data row18 col17" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col17"><span class="yiyi-st" id="yiyi-2221">-2.5</span></td><td class="data row18 col18" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col18"><span class="yiyi-st" id="yiyi-2222">-2.5</span></td><td class="data row18 col19" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col19"><span class="yiyi-st" id="yiyi-2223">-2.9</span></td><td class="data row18 col20" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col20"><span class="yiyi-st" id="yiyi-2224"> 1.9 </span></td><td class="data row18 col21" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col21"><span class="yiyi-st" id="yiyi-2225">-9.7</span></td><td class="data row18 col22" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col22"><span class="yiyi-st" id="yiyi-2226"> 3.4 </span></td><td class="data row18 col23" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col23"><span class="yiyi-st" id="yiyi-2227"> 7.1 </span></td><td class="data row18 col24" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow18_col24"><span class="yiyi-st" id="yiyi-2228"> 4.4 </span></td></tr>
<tr>
<th class="row_heading level0 row19" id="T_bd305f70_c9fe_11e6_8f44_778134d549ff" rowspan="1"><span class="yiyi-st" id="yiyi-2229"> 19 </span></th><td class="data row19 col0" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col0"><span class="yiyi-st" id="yiyi-2230"> 4 </span></td><td class="data row19 col1" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col1"><span class="yiyi-st" id="yiyi-2231"> 6.2 </span></td><td class="data row19 col2" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col2"><span class="yiyi-st" id="yiyi-2232">-4.1</span></td><td class="data row19 col3" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col3"><span class="yiyi-st" id="yiyi-2233">-4.1</span></td><td class="data row19 col4" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col4"><span class="yiyi-st" id="yiyi-2234"> 7.2 </span></td><td class="data row19 col5" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col5"><span class="yiyi-st" id="yiyi-2235">-4.1</span></td><td class="data row19 col6" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col6"><span class="yiyi-st" id="yiyi-2236">-1.5</span></td><td class="data row19 col7" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col7"><span class="yiyi-st" id="yiyi-2237"> 6.5 </span></td><td class="data row19 col8" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col8"><span class="yiyi-st" id="yiyi-2238">-5.2</span></td><td class="data row19 col9" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col9"><span class="yiyi-st" id="yiyi-2239">-0.24</span></td><td class="data row19 col10" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col10"><span class="yiyi-st" id="yiyi-2240"> 0.0072 </span></td><td class="data row19 col11" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col11"><span class="yiyi-st" id="yiyi-2241"> 1.2 </span></td><td class="data row19 col12" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col12"><span class="yiyi-st" id="yiyi-2242"> 6.4 </span></td><td class="data row19 col13" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col13"><span class="yiyi-st" id="yiyi-2243">-2</span></td><td class="data row19 col14" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col14"><span class="yiyi-st" id="yiyi-2244">-2.6</span></td><td class="data row19 col15" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col15"><span class="yiyi-st" id="yiyi-2245">-1.7</span></td><td class="data row19 col16" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col16"><span class="yiyi-st" id="yiyi-2246">-5.2</span></td><td class="data row19 col17" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col17"><span class="yiyi-st" id="yiyi-2247">-3.3</span></td><td class="data row19 col18" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col18"><span class="yiyi-st" id="yiyi-2248">-2.9</span></td><td class="data row19 col19" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col19"><span class="yiyi-st" id="yiyi-2249">-1.7</span></td><td class="data row19 col20" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col20"><span class="yiyi-st" id="yiyi-2250"> 1.6 </span></td><td class="data row19 col21" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col21"><span class="yiyi-st" id="yiyi-2251">-11</span></td><td class="data row19 col22" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col22"><span class="yiyi-st" id="yiyi-2252"> 2.8 </span></td><td class="data row19 col23" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col23"><span class="yiyi-st" id="yiyi-2253"> 7.5 </span></td><td class="data row19 col24" id="T_bd305f70_c9fe_11e6_8f44_778134d549ffrow19_col24"><span class="yiyi-st" id="yiyi-2254"> 3.9 </span></td></tr>
</tbody>
</table>
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<h1 id="Extensibility"><span class="yiyi-st" id="yiyi-2256">Extensibility<a class="anchor-link" href="#Extensibility">&#xB6;</a></span></h1><p><span class="yiyi-st" id="yiyi-2257">熊猫的核心是，并将继续是其“高性能，易于使用的数据结构”。</span><span class="yiyi-st" id="yiyi-2258">考虑到这一点，我们希望<code>DataFrame.style</code>实现两个目标</span></p>
<ul>
<li><span class="yiyi-st" id="yiyi-2259">提供一个令人愉快的交互式API，并且对于许多任务都“足够好”</span></li>
<li><span class="yiyi-st" id="yiyi-2260">为专用图书馆提供基础</span></li>
</ul>
<p><span class="yiyi-st" id="yiyi-2261">如果您在此之上建立了一个优秀的图书馆，请告诉我们，我们将<a href="http://pandas.pydata.org/pandas-docs/stable/ecosystem.html">链接</a>到它。</span></p>
<h2 id="Subclassing"><span class="yiyi-st" id="yiyi-2262">Subclassing<a class="anchor-link" href="#Subclassing">&#xB6;</a></span></h2><p><span class="yiyi-st" id="yiyi-2263">本节包含有关<code>Styler</code>实施的信息。</span><span class="yiyi-st" id="yiyi-2264">由于功能是如此新，所有这一切都可能改变，甚至比最终使用的API。</span></p>
<p><span class="yiyi-st" id="yiyi-2265">当用户应用样式时（通过<code>.apply</code>，<code>.applymap</code>或其中一个内置函数），我们实际上不计算任何内容。</span><span class="yiyi-st" id="yiyi-2266">相反，我们将函数和参数附加到列表<code>self._todo</code>。</span><span class="yiyi-st" id="yiyi-2267">当询问（通常在<code>.render</code>中），我们将遍历列表并执行每个函数（这在<code>self._compute()</code>中。</span><span class="yiyi-st" id="yiyi-2268">这些函数更新内部<code>defaultdict（list）</code>，<code>self.ctx</code>，它将DataFrame行/列位置映射到CSS属性值对。</span></p>
<p><span class="yiyi-st" id="yiyi-2269">我们通过<code>self._todo</code>采取额外的步骤，以便我们可以导出样式并将其设置在其他<code>Styler</code>上。</span></p>
<p><span class="yiyi-st" id="yiyi-2270">呈现使用<a href="http://jinja.pocoo.org/">Jinja</a>模板。</span><span class="yiyi-st" id="yiyi-2271"><code>.translate</code>方法采用<code>self.ctx</code>并构建另一个字典，准备传递到<code>Styler.template.render</code>，Jinja模板。</span></p>
<h2 id="Alternate-templates"><span class="yiyi-st" id="yiyi-2272">Alternate templates<a class="anchor-link" href="#Alternate-templates">&#xB6;</a></span></h2><p><span class="yiyi-st" id="yiyi-2273">我们使用<a href="http://jinja.pocoo.org/">Jinja</a>模板来构建HTML。</span><span class="yiyi-st" id="yiyi-2274">模板存储为类变量<code>Styler.template。</code>。子类可以覆盖它。</span></p>
<div class="highlight"><pre><span></span><span class="k">class</span> <span class="nc">CustomStyle</span><span class="p">(</span><span class="n">Styler</span><span class="p">):</span>
    <span class="n">template</span> <span class="o">=</span> <span class="n">Template</span><span class="p">(</span><span class="s2">&quot;&quot;&quot;...&quot;&quot;&quot;</span><span class="p">)</span>
</pre></div>
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